PCA projection
data_new1 <- read.csv("data_all_with_label_flavia_with_species.csv", header = TRUE)
features1 <- data_new1[, c(3:10,12:53)] # remove Outlying_polar and Outlying_contour
pca_ref_calc1 <- calculate_pca(features1)
# combine features and PCs' into a one dataframe
data_new1$PC1 <- pca_ref_calc1$pca_components$PC1
data_new1$PC2 <- pca_ref_calc1$pca_components$PC2
data_new1$PC3 <- pca_ref_calc1$pca_components$PC3
data_new1$PC4 <- pca_ref_calc1$pca_components$PC4
data_new1$PC5 <- pca_ref_calc1$pca_components$PC5
data_new1$PC6 <- pca_ref_calc1$pca_components$PC6
data_new1$PC7 <- pca_ref_calc1$pca_components$PC7
data_new1$PC8 <- pca_ref_calc1$pca_components$PC8
# PCA components
pca_summary(features1)
Importance of components:
PC1 PC2 PC3 PC4 PC5 PC6 PC7
Standard deviation 3.2225 2.7284 2.5887 2.17231 1.72240 1.51720 1.23534
Proportion of Variance 0.2077 0.1489 0.1340 0.09438 0.05933 0.04604 0.03052
Cumulative Proportion 0.2077 0.3566 0.4906 0.58498 0.64431 0.69035 0.72087
PC8 PC9 PC10 PC11 PC12 PC13 PC14
Standard deviation 1.16461 1.09872 1.04923 0.99874 0.97698 0.97264 0.95243
Proportion of Variance 0.02713 0.02414 0.02202 0.01995 0.01909 0.01892 0.01814
Cumulative Proportion 0.74800 0.77214 0.79416 0.81411 0.83320 0.85212 0.87026
PC15 PC16 PC17 PC18 PC19 PC20 PC21
Standard deviation 0.93673 0.89088 0.82441 0.78339 0.73865 0.6929 0.64940
Proportion of Variance 0.01755 0.01587 0.01359 0.01227 0.01091 0.0096 0.00843
Cumulative Proportion 0.88781 0.90369 0.91728 0.92955 0.94047 0.9501 0.95850
PC22 PC23 PC24 PC25 PC26 PC27 PC28
Standard deviation 0.60892 0.56289 0.46477 0.43128 0.42115 0.36291 0.32308
Proportion of Variance 0.00742 0.00634 0.00432 0.00372 0.00355 0.00263 0.00209
Cumulative Proportion 0.96592 0.97226 0.97658 0.98030 0.98384 0.98648 0.98856
PC29 PC30 PC31 PC32 PC33 PC34 PC35
Standard deviation 0.32239 0.2738 0.24999 0.23754 0.23059 0.2239 0.21316
Proportion of Variance 0.00208 0.0015 0.00125 0.00113 0.00106 0.0010 0.00091
Cumulative Proportion 0.99064 0.9921 0.99339 0.99452 0.99558 0.9966 0.99750
PC36 PC37 PC38 PC39 PC40 PC41 PC42
Standard deviation 0.17821 0.14240 0.13401 0.12009 0.10379 0.09224 0.08224
Proportion of Variance 0.00064 0.00041 0.00036 0.00029 0.00022 0.00017 0.00014
Cumulative Proportion 0.99813 0.99854 0.99890 0.99918 0.99940 0.99957 0.99970
PC43 PC44 PC45 PC46 PC47 PC48 PC49
Standard deviation 0.06906 0.06693 0.05408 0.03017 0.02875 0.02278 0.01778
Proportion of Variance 0.00010 0.00009 0.00006 0.00002 0.00002 0.00001 0.00001
Cumulative Proportion 0.99980 0.99989 0.99995 0.99997 0.99998 0.99999 1.00000
PC50
Standard deviation 0.004696
Proportion of Variance 0.000000
Cumulative Proportion 1.000000
# PCA table
pca_ref_calc1
$prcomp_out
Standard deviations (1, .., p=50):
[1] 3.222491508 2.728391406 2.588741766 2.172305231 1.722403116 1.517204747
[7] 1.235338376 1.164609807 1.098715659 1.049232715 0.998739109 0.976984824
[13] 0.972641581 0.952425834 0.936728546 0.890880189 0.824414636 0.783388190
[19] 0.738654726 0.692900871 0.649404613 0.608923468 0.562888932 0.464772054
[25] 0.431278785 0.421146794 0.362906366 0.323084367 0.322394541 0.273759116
[31] 0.249989607 0.237535915 0.230589723 0.223873728 0.213155064 0.178214985
[37] 0.142397476 0.134006178 0.120091742 0.103786012 0.092243037 0.082240820
[43] 0.069059970 0.066931191 0.054076019 0.030173445 0.028754367 0.022780902
[49] 0.017783055 0.004696486
Rotation (n x k) = (50 x 50):
PC1 PC2 PC3
Skewed_polar 0.019346281 -0.0289447747 -0.1041978615
Clumpy_polar -0.018797201 -0.0284285460 -0.0612040943
Sparse_polar 0.023922204 -0.1472083249 -0.2863784379
Striated_polar -0.049175004 0.1403213339 0.3057826909
Convex_polar 0.043089436 -0.1596178258 -0.3151413015
Skinny_polar -0.008766684 -0.0164467059 -0.0783899991
Stringy_polar -0.046114354 0.1488345091 0.2821531068
Monotonic_polar 0.068703301 0.0601528759 0.0477937497
Skewed_contour 0.010751489 -0.0400346963 -0.0864573403
Clumpy_contour 0.019805698 -0.0161018649 -0.0404435786
Sparse_contour 0.024958636 -0.1571049094 -0.2905653199
Striated_contour -0.043412223 0.1450297862 0.3138467608
Convex_contour 0.043346645 0.0149848718 -0.0522124167
Skinny_contour -0.025177129 0.0008777163 -0.1256283891
Stringy_contour -0.036423985 0.1524238401 0.2976155064
Monotonic_contour 0.047994802 0.0270367737 0.0808793555
No_of_max_ponits -0.024371039 -0.1535268170 -0.2289364952
No_of_min_points -0.022813090 -0.1602124206 -0.2187174892
diameter -0.033200966 0.1530941404 -0.0845152195
area 0.280742968 0.0423700159 0.0001723381
perimeter 0.119978624 -0.1613017054 0.0910635060
physiological_length -0.052801443 0.1571073955 -0.0869870640
physiological_width 0.265193442 -0.1344307054 0.0921238960
aspect_ratio 0.218188906 -0.1829595991 0.1132818225
rectangularity -0.028502161 0.2526988566 -0.1323983508
circularity 0.239604166 0.1278734597 -0.0472942950
compactness -0.224797472 -0.0748150632 0.0303610092
NF -0.235165417 0.0144837633 -0.0170254808
Perimeter_ratio_diameter 0.117632724 -0.2886650156 0.1602932711
Perimeter_ratio_length -0.233755917 0.0025012529 -0.0106925769
Perimeter_ratio_lw -0.132645571 -0.2601848340 0.1219924460
No_of_Convex_points 0.063514800 0.2017034142 -0.1081507330
perimeter_convexity -0.035623831 0.3085232101 -0.1614114214
area_convexity -0.036187656 -0.3051373388 0.1573912750
area_ratio_convexity 0.039587129 0.3081524860 -0.1586488051
equivalent_diameter 0.290155171 0.0376341225 0.0009326564
cx -0.025198176 0.0979907758 -0.0503513865
cy 0.010125198 0.0490418270 0.0014481949
eccentriciry -0.153372678 0.2163702081 -0.1324792070
contrast 0.121846264 0.0674670853 -0.0338194658
correlation_texture -0.020091591 -0.0127781453 0.0207368852
inverse_difference_moments -0.275359388 -0.0413690885 0.0089833105
entropy 0.282769589 0.0480231729 -0.0064189780
Mean_R_val 0.169790518 0.0613629806 -0.0038267383
Mean_G_val 0.228933182 0.0593049676 -0.0014670419
Mean_B_val 0.191341853 0.0594793234 -0.0034445690
Std_R_val 0.161260020 0.0592313620 -0.0029574226
Std_G_val 0.187022755 -0.0321632779 0.0170527395
Std_B_val 0.210968980 0.0492216183 -0.0037278991
correlation 0.032503722 0.0961703696 0.0283958115
PC4 PC5 PC6 PC7
Skewed_polar 0.093895268 -0.0237883527 0.152297552 -0.221693262
Clumpy_polar -0.012584927 -0.0219992025 -0.138878182 0.077737039
Sparse_polar 0.023589926 -0.0041438529 0.022113931 -0.011185046
Striated_polar -0.067977757 0.0060460924 -0.153514306 0.039952010
Convex_polar 0.032184705 0.0275796928 0.117570262 0.024336713
Skinny_polar 0.051369877 -0.0002479785 0.047881005 -0.116614004
Stringy_polar -0.072297364 0.0097828548 -0.162952189 0.006389460
Monotonic_polar -0.091554418 0.1823099135 0.089033655 0.430472282
Skewed_contour -0.047059162 -0.0589125357 -0.059879317 0.082863693
Clumpy_contour -0.009429862 0.0028297163 0.001539326 0.065082889
Sparse_contour -0.003600781 0.0156227953 0.035888367 0.011864392
Striated_contour 0.007184450 0.0229416336 -0.022380439 -0.030445374
Convex_contour 0.087610388 0.0963576674 0.366974938 0.106266414
Skinny_contour -0.106929299 0.0431021687 -0.060193970 0.302891968
Stringy_contour -0.012701712 -0.0262695239 -0.077880350 0.008068226
Monotonic_contour 0.253490856 0.0457625254 0.390923585 -0.125975704
No_of_max_ponits -0.066497455 -0.0254055705 -0.254398695 -0.080966481
No_of_min_points -0.109402959 -0.0372790484 -0.271221296 -0.046817780
diameter -0.282909832 0.2924870778 -0.013188535 -0.226565595
area -0.012198085 0.1509927422 -0.076823700 -0.122205010
perimeter -0.228379232 0.2812230719 -0.025129627 -0.217493222
physiological_length -0.266155171 0.2991515447 -0.009761085 -0.221298633
physiological_width 0.052645224 0.0452553886 -0.021961063 -0.047242721
aspect_ratio 0.117661665 -0.0672800061 -0.010127244 0.023059659
rectangularity 0.101049177 -0.1054147694 -0.118035317 -0.014123881
circularity 0.184231857 -0.0564741254 -0.060138615 0.063747364
compactness -0.184453959 -0.0189389263 0.132660862 -0.113677737
NF -0.167768628 -0.0316097545 0.111839396 -0.125694916
Perimeter_ratio_diameter 0.048571828 -0.0232201876 -0.005294715 0.017938768
Perimeter_ratio_length -0.168278000 -0.0320021568 0.112739679 -0.125857510
Perimeter_ratio_lw -0.124227500 0.0135706476 0.010042763 -0.020893882
No_of_Convex_points 0.114227474 0.0195265975 -0.077165886 -0.013408762
perimeter_convexity 0.044504517 -0.0439207307 -0.008622131 -0.030357112
area_convexity -0.085369793 0.0319782551 0.082065912 -0.019792667
area_ratio_convexity 0.089644064 -0.0311343704 -0.077037907 0.028965992
equivalent_diameter 0.010331770 0.1522757014 -0.087426635 -0.089662868
cx 0.008074963 0.0744039530 0.112176779 -0.044213706
cy -0.038767404 0.0850766927 0.076096206 -0.284657583
eccentriciry -0.095642470 0.0743473112 -0.000798456 0.021441462
contrast -0.186281213 0.1947847974 0.196302947 0.339245556
correlation_texture 0.264367556 -0.1816292688 -0.246665819 -0.300845998
inverse_difference_moments 0.064940214 -0.1857224537 0.018341368 0.005207532
entropy -0.058660299 0.1756135088 -0.010349617 -0.018118504
Mean_R_val -0.241536242 -0.3440021961 0.105274162 -0.033934496
Mean_G_val -0.204208862 -0.2418926528 0.040082191 -0.086006651
Mean_B_val -0.236226115 -0.3129077168 0.082178349 -0.051695869
Std_R_val -0.260187928 -0.3180278686 0.125308044 -0.028929438
Std_G_val 0.057582970 0.1998014025 -0.171917185 -0.160896845
Std_B_val -0.247616695 -0.2128949943 0.074784988 -0.056299986
correlation 0.229023650 0.0219654848 0.399143061 -0.218834662
PC8 PC9 PC10 PC11
Skewed_polar 0.156676852 -0.182677447 0.060276810 -0.3002652893
Clumpy_polar 0.156839130 0.084724941 0.326433944 -0.1039558692
Sparse_polar -0.086600568 0.155234672 -0.027724822 0.0294660988
Striated_polar -0.051933548 0.026639576 -0.025876648 -0.0038081154
Convex_polar -0.065110478 0.086540006 -0.050181877 0.0430006143
Skinny_polar 0.326896340 -0.208024896 0.229913898 -0.1158213458
Stringy_polar 0.042704911 -0.089100457 0.007209391 -0.0425847104
Monotonic_polar 0.111166613 -0.151223499 0.084548268 0.0582512245
Skewed_contour 0.045441522 -0.214830486 0.325198706 -0.3646312567
Clumpy_contour 0.082384429 -0.086559882 0.255431407 0.7734823940
Sparse_contour -0.078975512 0.138807699 -0.108024371 0.0224613612
Striated_contour -0.037062065 -0.012274785 -0.013642661 -0.0006086689
Convex_contour 0.178145468 -0.385529494 -0.083272059 0.0716845912
Skinny_contour 0.303715819 -0.252647192 0.146392558 -0.0046412720
Stringy_contour 0.053065492 -0.084584012 0.127121743 -0.0450253125
Monotonic_contour 0.122638783 -0.039393317 -0.038966798 0.0139626148
No_of_max_ponits -0.002911121 -0.157600685 0.037710824 -0.0110582716
No_of_min_points -0.018354618 -0.176137386 0.012432170 -0.0297668253
diameter 0.116839899 0.056513302 -0.042058525 0.0178064234
area -0.082146938 -0.142735954 -0.032180882 0.0037105510
perimeter 0.017242911 -0.021488445 -0.013194740 0.0346112886
physiological_length 0.123227629 0.074414842 -0.036413004 0.0321239952
physiological_width -0.096633342 -0.122175997 0.032430788 -0.0081489730
aspect_ratio -0.161496558 -0.129501973 0.051487673 -0.0191075303
rectangularity -0.241384677 -0.157256764 -0.075648215 0.0022873304
circularity -0.105967131 -0.113419213 -0.016158156 -0.0256693255
compactness -0.203309161 -0.267650979 -0.038464007 0.0144178021
NF -0.230994838 -0.295458531 -0.058736711 0.0110043656
Perimeter_ratio_diameter -0.100849755 -0.052274961 0.033032586 0.0140944289
Perimeter_ratio_length -0.236316255 -0.300818319 -0.059461199 0.0115961774
Perimeter_ratio_lw -0.005391386 0.024996962 -0.027650389 0.0270186454
No_of_Convex_points -0.260037551 -0.043100755 0.121818892 0.0411326368
perimeter_convexity -0.062107934 -0.071352591 -0.008133324 -0.0228038859
area_convexity 0.041985567 0.048098150 0.054197762 0.0023555030
area_ratio_convexity -0.033222604 -0.015730271 -0.045813935 0.0017874124
equivalent_diameter -0.019649940 -0.059564620 -0.020478522 0.0017417755
cx -0.186685679 -0.081413816 0.316465888 0.2574428836
cy -0.162462286 0.223764327 0.618009578 -0.0718107102
eccentriciry 0.242213701 0.134388150 -0.094477309 -0.0074763986
contrast -0.199343057 0.167911658 0.066255588 -0.1376503211
correlation_texture 0.197546563 -0.028822381 0.038336558 0.1553195452
inverse_difference_moments 0.102397572 0.062095969 0.007639008 0.0587617651
entropy -0.090625443 -0.066431423 -0.006613180 -0.0300568200
Mean_R_val 0.044028666 0.038322264 0.014015350 0.0193265592
Mean_G_val 0.055225885 -0.036881890 -0.041373882 0.0375198154
Mean_B_val 0.059629066 0.008022889 -0.008539340 0.0267990492
Std_R_val 0.042061869 0.061842753 0.019928234 0.0228318403
Std_G_val 0.194833884 -0.103859073 -0.219354500 0.0786925640
Std_B_val 0.104381893 0.018688546 -0.054394475 0.0377589424
correlation 0.062641214 0.091502166 0.014646276 -0.0269336991
PC12 PC13 PC14
Skewed_polar 0.3018686603 -0.0891911701 -0.241924404
Clumpy_polar -0.1799787814 0.5535978924 -0.654670935
Sparse_polar -0.0748157012 0.0898827062 0.057863949
Striated_polar 0.0496157244 -0.0387649698 -0.005558265
Convex_polar -0.0435759342 0.0644347037 0.058969404
Skinny_polar 0.0757288172 -0.3519817997 -0.026537953
Stringy_polar 0.0589058366 -0.0792424939 -0.010855758
Monotonic_polar -0.0932223767 0.1664558560 0.234849940
Skewed_contour 0.4321161119 0.0648537150 0.191858011
Clumpy_contour 0.5202573926 0.0498603246 -0.096203619
Sparse_contour 0.0589809908 0.0401016532 0.072504763
Striated_contour -0.0671069711 -0.0509891790 -0.077149319
Convex_contour -0.2391948978 -0.0763478149 -0.047212208
Skinny_contour -0.2563902213 0.1105242904 0.292949069
Stringy_contour -0.0560516921 -0.0441970594 -0.059538832
Monotonic_contour -0.0308937003 0.0151949856 -0.055036783
No_of_max_ponits -0.1219437615 -0.2349219111 -0.141346084
No_of_min_points -0.0801467808 -0.2394073990 -0.101519651
diameter 0.0116241445 0.0380980867 0.034526236
area -0.0083368706 0.0982102327 0.018348669
perimeter -0.0115209354 0.0028527222 0.013951777
physiological_length 0.0058738865 0.0203481411 0.023920133
physiological_width -0.0242622481 0.0710395018 0.018944223
aspect_ratio -0.0217315747 0.0489623845 0.016163106
rectangularity 0.0227628603 0.0008102091 -0.011443884
circularity 0.0063059830 0.0674350048 0.005447483
compactness 0.0061801836 0.1725281867 -0.001456258
NF 0.0097506876 0.1859801483 -0.001214159
Perimeter_ratio_diameter -0.0148529575 -0.0431011273 -0.012850215
Perimeter_ratio_length 0.0097752617 0.1861647456 -0.002492825
Perimeter_ratio_lw 0.0103588092 -0.1055615216 -0.027548827
No_of_Convex_points 0.0312806199 -0.1471694236 -0.006282506
perimeter_convexity -0.0009655382 0.1024940880 0.035993280
area_convexity -0.0137357835 -0.0191425192 0.020997021
area_ratio_convexity 0.0209650144 -0.0204880068 -0.023965130
equivalent_diameter -0.0077986730 0.0469087707 0.012622730
cx -0.4021697165 -0.3370176345 -0.217601237
cy -0.1305584446 0.0599811706 0.331243224
eccentriciry 0.0295259294 -0.0466987470 -0.014060176
contrast 0.1152949902 -0.2118328135 -0.193758684
correlation_texture -0.1656954926 0.1253853631 0.238250784
inverse_difference_moments -0.0473900324 -0.0426693559 0.028033406
entropy 0.0189105577 0.0398204421 -0.015062478
Mean_R_val -0.0349168256 -0.0126555093 0.016827393
Mean_G_val -0.0351563250 0.0351751014 0.006976215
Mean_B_val -0.0373517113 0.0059239690 0.011068536
Std_R_val -0.0356530835 -0.0404851104 -0.001291690
Std_G_val 0.0003551670 0.0663810490 -0.074553503
Std_B_val -0.0284004413 -0.0311642195 -0.050713333
correlation 0.0419801803 0.0885756300 -0.013051217
PC15 PC16 PC17
Skewed_polar 0.1382689928 -0.5694614320 0.400710814
Clumpy_polar -0.0643202784 0.0778729898 -0.076867910
Sparse_polar -0.0706547099 0.0829231916 0.128116715
Striated_polar 0.0009850377 -0.0102435810 0.070276442
Convex_polar 0.0170187006 0.0562123491 0.038911008
Skinny_polar -0.6513954093 0.4101280555 0.129466318
Stringy_polar 0.0036267151 -0.0912285126 0.041910991
Monotonic_polar 0.0131765492 0.0130619655 0.044900956
Skewed_contour 0.4926537424 0.4141031611 -0.130577716
Clumpy_contour -0.0365457283 -0.1056880356 -0.052681164
Sparse_contour -0.0061569363 0.0344257474 0.114980942
Striated_contour 0.0032100690 0.0259441391 -0.029418617
Convex_contour 0.0842109734 -0.1146303077 -0.447262566
Skinny_contour -0.0340765715 -0.2718747410 0.306657965
Stringy_contour 0.0016137460 -0.0459832142 -0.059748795
Monotonic_contour 0.1032298340 0.0662872247 -0.210717281
No_of_max_ponits 0.0491799003 -0.1280147029 -0.275819623
No_of_min_points 0.0435090230 -0.1279238192 -0.275503343
diameter 0.0575453490 0.0266638478 -0.015686281
area -0.0265861331 0.0246999013 0.028663043
perimeter 0.0553991195 0.0319810763 0.012440866
physiological_length 0.0607523378 0.0300873720 -0.010940022
physiological_width -0.0330291517 0.0077336699 0.039617665
aspect_ratio -0.0572236286 -0.0084843606 0.039468081
rectangularity -0.0658061594 -0.0005452453 -0.026858902
circularity -0.0633167257 -0.0145228499 0.005716044
compactness -0.0776512871 0.0346815196 0.042478053
NF -0.0963003986 0.0432809310 0.046697098
Perimeter_ratio_diameter -0.0088406342 -0.0056016481 0.019574510
Perimeter_ratio_length -0.0972924323 0.0437766267 0.047426669
Perimeter_ratio_lw 0.0480880477 -0.0008035382 -0.029678631
No_of_Convex_points -0.0103878763 -0.0875835228 -0.090620537
perimeter_convexity -0.0536420633 0.0037465406 0.006135400
area_convexity 0.0169136358 -0.0300642878 -0.010890816
area_ratio_convexity -0.0024807579 0.0124964839 -0.006134021
equivalent_diameter -0.0001435324 0.0181675757 0.017628424
cx 0.3989873722 0.2500232689 0.415829399
cy -0.1600224837 -0.2708083275 -0.227399738
eccentriciry 0.0714007170 0.0031815753 -0.089637589
contrast -0.0894060611 -0.0516765302 -0.014447636
correlation_texture 0.1397239672 0.0302824224 0.047123653
inverse_difference_moments 0.0505603423 0.0077413052 0.018305850
entropy -0.0354700570 0.0023613310 0.004024566
Mean_R_val 0.0093973203 -0.0064615568 -0.015957119
Mean_G_val 0.0121043654 0.0230354918 0.004201442
Mean_B_val 0.0094581994 0.0073541842 -0.006380071
Std_R_val 0.0262495438 -0.0066290554 -0.012396352
Std_G_val 0.0377913416 0.1066282987 0.064412385
Std_B_val 0.0251442081 0.0272999380 0.008502244
correlation 0.0377217249 0.0446667379 0.024689094
PC18 PC19 PC20 PC21
Skewed_polar -0.199604765 -0.078013768 1.749910e-01 -0.052979101
Clumpy_polar -0.045397341 -0.115291417 -1.195163e-01 0.035299196
Sparse_polar 0.127012026 -0.079489871 4.028431e-01 -0.046461331
Striated_polar -0.073491347 0.095546953 -2.303769e-01 -0.047818725
Convex_polar -0.051205138 -0.032693396 8.969110e-02 -0.035881521
Skinny_polar -0.085752509 -0.062602710 -1.292738e-02 0.020973677
Stringy_polar -0.081790817 0.122446678 -3.442196e-01 -0.023162074
Monotonic_polar -0.686034236 -0.011221938 1.302464e-01 -0.101362055
Skewed_contour 0.130905668 -0.031467354 7.294232e-03 -0.027312854
Clumpy_contour 0.075806795 0.062118754 4.301448e-02 0.046875594
Sparse_contour -0.101443646 0.034001025 -3.852398e-01 -0.055745399
Striated_contour 0.135466196 -0.049982003 2.847650e-01 -0.022627922
Convex_contour 0.149250971 -0.210797171 4.197231e-02 -0.072326692
Skinny_contour 0.443624930 -0.011414351 -2.305318e-01 0.150927238
Stringy_contour 0.123318388 -0.021249488 3.366277e-01 0.017115568
Monotonic_contour -0.193729082 0.172711156 -1.347587e-01 0.117333729
No_of_max_ponits -0.076093130 0.259021851 -2.881813e-02 0.059205096
No_of_min_points -0.101993974 0.226513808 -4.142887e-02 0.033708778
diameter -0.036076736 -0.039294022 1.706616e-02 0.122268277
area -0.001515547 -0.007778078 1.304299e-03 0.090323191
perimeter -0.023476765 -0.179100149 -1.924449e-02 0.194768637
physiological_length -0.032471463 -0.070084660 7.620295e-03 0.056841556
physiological_width 0.013477369 0.080492030 5.135166e-05 0.037807585
aspect_ratio 0.010576111 0.082669555 -6.905671e-03 0.023850569
rectangularity -0.029294912 -0.243110236 -8.247630e-04 0.269798068
circularity -0.006723577 0.052244986 -1.460135e-02 -0.096889648
compactness -0.006300979 0.028490518 -3.562747e-02 -0.112880136
NF -0.006484918 0.048900577 -6.778109e-03 -0.033394674
Perimeter_ratio_diameter -0.001621878 -0.148642987 -4.152279e-02 0.050064022
Perimeter_ratio_length -0.006937640 0.041390988 -8.681865e-03 -0.031617580
Perimeter_ratio_lw -0.018608724 -0.321725621 -4.398569e-02 0.184952604
No_of_Convex_points -0.049043508 -0.614958443 -2.846496e-01 -0.272209582
perimeter_convexity -0.003390725 0.195620272 4.741989e-02 -0.044100488
area_convexity -0.019248557 -0.095867325 -6.829097e-02 -0.119857552
area_ratio_convexity 0.007752030 -0.004168143 3.848603e-02 0.095910950
equivalent_diameter -0.001219965 -0.006374245 3.838379e-03 0.085676700
cx -0.030876148 0.096771220 -7.553894e-03 -0.044177135
cy 0.007006069 0.099261895 2.001814e-02 -0.217078473
eccentriciry -0.018039596 -0.049714931 -1.072785e-02 -0.060998164
contrast 0.076877761 0.050059264 -2.614422e-02 0.075900429
correlation_texture -0.197087089 -0.143969983 1.502612e-02 0.218897428
inverse_difference_moments -0.042645238 -0.064165007 -2.925346e-02 -0.161087268
entropy 0.022879922 0.021294463 1.136092e-02 0.148441042
Mean_R_val -0.052395229 -0.028836865 -5.602356e-03 0.029676148
Mean_G_val -0.021241450 -0.007468130 -4.307908e-03 -0.043748612
Mean_B_val -0.031719552 -0.003843432 5.942937e-04 0.004730232
Std_R_val -0.034400552 -0.074187437 -2.438699e-02 0.025675298
Std_G_val 0.145394820 0.039829665 -2.301634e-02 -0.636372071
Std_B_val 0.045373308 -0.017537994 -2.719970e-02 -0.183032465
correlation 0.158993486 0.124807105 -2.754841e-01 0.149388666
PC22 PC23 PC24 PC25
Skewed_polar 0.078072728 0.020504673 -0.045540731 0.018281961
Clumpy_polar 0.043295082 0.003781453 -0.047852564 0.005232693
Sparse_polar -0.142780584 -0.185896861 -0.530459051 0.247337273
Striated_polar 0.112484614 -0.062864545 -0.309322859 0.101223049
Convex_polar -0.001934022 -0.081356524 -0.105615908 0.049938830
Skinny_polar 0.029123092 0.031290154 -0.035069697 0.023527716
Stringy_polar 0.090933302 0.008155682 -0.338146487 0.295642636
Monotonic_polar -0.058193824 -0.223567060 0.050105969 0.068058829
Skewed_contour 0.031570456 -0.024319395 -0.075457048 0.009193663
Clumpy_contour 0.001578337 -0.019131216 -0.047784355 0.020747846
Sparse_contour 0.247293279 0.065465754 -0.303842939 0.117185876
Striated_contour 0.026563377 -0.106412720 -0.368128457 0.010255661
Convex_contour 0.325916632 0.268097827 -0.120150368 0.210613072
Skinny_contour -0.126536503 -0.149547566 -0.079301475 -0.167158827
Stringy_contour -0.243328684 -0.133228370 -0.020433638 0.068978507
Monotonic_contour -0.164188128 -0.211463055 -0.315414501 -0.428686844
No_of_max_ponits -0.186278052 -0.214769117 -0.031697573 0.044439904
No_of_min_points -0.129163968 -0.087523123 -0.037306528 0.013449612
diameter -0.035806861 0.105656604 -0.056112581 -0.076263063
area -0.057028166 0.032641737 0.011055857 0.103229846
perimeter 0.035650761 -0.043163608 -0.025328446 -0.053094388
physiological_length -0.051236978 0.088117894 -0.101860038 -0.143951846
physiological_width -0.039452012 0.082327759 -0.005782333 0.002411178
aspect_ratio 0.017139108 0.051396291 -0.015739303 -0.052006738
rectangularity 0.300913537 -0.404277274 0.039200255 0.024477086
circularity -0.106066843 0.049813915 0.048618145 0.215129951
compactness -0.146563022 0.053884331 0.022933629 0.086940400
NF -0.014724546 -0.048731701 0.025911620 -0.034985342
Perimeter_ratio_diameter 0.068106334 -0.121654243 0.006447943 -0.036366761
Perimeter_ratio_length -0.010866706 -0.059895719 0.029741982 -0.029520878
Perimeter_ratio_lw 0.166476068 -0.297048582 0.093993488 0.092566356
No_of_Convex_points -0.429599470 0.049948107 -0.091419593 -0.121267340
perimeter_convexity -0.065521865 0.199638952 -0.073993397 -0.031106724
area_convexity -0.228462328 0.095725828 0.009727757 0.194442382
area_ratio_convexity 0.198299789 -0.113921805 0.029516141 -0.126081962
equivalent_diameter -0.023531974 0.032885547 0.002664954 0.051691475
cx 0.080118894 0.046950142 0.066537670 0.069313572
cy 0.266805660 -0.117693122 0.041966289 0.018633117
eccentriciry -0.098641089 -0.099045012 0.184162188 0.426564317
contrast -0.048881574 -0.069899211 -0.013160237 -0.103775423
correlation_texture -0.045357624 0.115584606 -0.014632377 0.029487610
inverse_difference_moments 0.003334598 -0.032906869 -0.072976161 -0.141467001
entropy -0.012614567 0.033932876 0.029720586 0.096665116
Mean_R_val -0.015338622 0.007993990 -0.032292221 0.004952735
Mean_G_val -0.013110276 -0.021598288 -0.019972528 0.073516523
Mean_B_val 0.001624995 -0.008974216 -0.028525179 0.027007779
Std_R_val -0.018432209 -0.014576616 -0.013267286 -0.052616594
Std_G_val 0.142821730 -0.343083310 0.103939800 -0.126693995
Std_B_val 0.039405581 -0.134629100 0.028249172 -0.103657513
correlation -0.249042351 -0.344490308 0.159758332 0.332815970
PC26 PC27 PC28 PC29
Skewed_polar 0.002943062 0.054439325 -0.008162423 -4.148277e-03
Clumpy_polar -0.008190233 0.011285314 0.005114964 -1.121682e-02
Sparse_polar -0.014970078 -0.213667231 0.208990873 -8.479384e-02
Striated_polar -0.096975657 0.286879244 -0.035502159 -1.610241e-01
Convex_polar 0.006565050 0.017916853 0.045016563 -4.151169e-02
Skinny_polar -0.001038529 0.041584342 -0.012433682 1.549713e-03
Stringy_polar 0.042242102 -0.460278955 0.335130789 6.651773e-03
Monotonic_polar -0.194309235 0.036347478 -0.025167111 -1.224177e-02
Skewed_contour -0.008356122 0.039287486 0.019882851 2.260861e-03
Clumpy_contour 0.011078012 0.022635017 -0.003823739 6.956520e-03
Sparse_contour -0.036750047 0.050632471 -0.524697847 4.063165e-01
Striated_contour -0.023276272 0.569222263 -0.080370039 3.237306e-02
Convex_contour -0.141954120 -0.022194238 0.044491716 1.531227e-02
Skinny_contour 0.099091801 0.076087397 -0.030081986 -2.779667e-02
Stringy_contour -0.074161679 -0.388427722 -0.489786072 3.821347e-01
Monotonic_contour 0.444742581 -0.081037015 -0.034417487 2.715520e-03
No_of_max_ponits -0.145628131 0.218985568 0.053906464 4.215012e-02
No_of_min_points -0.040162981 -0.067389279 -0.084937129 -6.279183e-02
diameter -0.085697354 -0.018744097 -0.008498979 -4.660183e-02
area 0.122870732 0.044707279 0.007842430 3.432607e-02
perimeter -0.053891991 -0.056275459 -0.026451609 -6.266399e-02
physiological_length -0.142392279 -0.012834658 -0.040523082 -5.055352e-02
physiological_width 0.002188125 -0.027985657 0.027994241 1.447572e-02
aspect_ratio -0.072337338 -0.023501824 0.026383083 -3.756881e-03
rectangularity 0.127093760 0.026068549 -0.021409144 -1.431829e-02
circularity 0.205932026 0.098434796 -0.025738887 -4.175931e-03
compactness 0.072388079 0.068416981 0.009058979 4.557315e-02
NF 0.027930445 -0.018355827 0.057957767 8.313326e-02
Perimeter_ratio_diameter -0.044187685 -0.028767892 -0.024060532 -2.896293e-02
Perimeter_ratio_length 0.035484633 -0.018687463 0.058134116 8.309791e-02
Perimeter_ratio_lw 0.079819975 -0.025445390 -0.020584245 -3.349128e-02
No_of_Convex_points -0.063705267 -0.015566671 -0.024145927 -5.480420e-02
perimeter_convexity -0.108220674 0.064327355 -0.015171407 -1.490408e-02
area_convexity 0.142096348 0.148924327 -0.019347251 1.377983e-02
area_ratio_convexity -0.141568657 -0.116540613 -0.017396432 -3.439257e-02
equivalent_diameter 0.066556530 0.018240271 0.004273705 4.337373e-03
cx 0.080612674 -0.027258106 -0.026497481 -2.456288e-02
cy 0.100333966 0.005842117 0.011465965 -4.657991e-05
eccentriciry 0.485372779 0.102519806 0.010383431 8.979714e-02
contrast -0.007619994 0.065047168 0.290951462 2.407544e-01
correlation_texture -0.036040124 0.122521378 0.272392795 3.287566e-01
inverse_difference_moments -0.108958565 -0.017727502 0.079160883 -3.583885e-02
entropy 0.079211692 0.057534976 0.035440080 1.329501e-01
Mean_R_val -0.004980996 -0.010111452 -0.060965851 -1.189805e-01
Mean_G_val 0.093156829 -0.025344602 -0.188361947 -3.447693e-01
Mean_B_val 0.017780776 -0.030503992 -0.118049248 -2.351421e-01
Std_R_val -0.052293942 0.067267408 0.168257271 3.469683e-01
Std_G_val -0.016076353 -0.027547078 0.049107598 4.229940e-02
Std_B_val -0.066536158 0.023413880 0.194915240 3.238483e-01
correlation -0.467963032 0.050098329 -0.004089322 -6.383374e-02
PC30 PC31 PC32
Skewed_polar -0.0028990870 0.0337592934 0.009142531
Clumpy_polar -0.0051228481 0.0107774352 -0.022689344
Sparse_polar -0.0251468769 0.0284801966 0.150407101
Striated_polar -0.0935671498 0.6314919355 0.086425934
Convex_polar -0.1134231291 0.2799619624 -0.317466988
Skinny_polar -0.0104386259 0.0289921903 -0.005792688
Stringy_polar -0.0158432303 -0.2798351881 -0.085604503
Monotonic_polar -0.0240504842 -0.0857780612 0.010319173
Skewed_contour 0.0164082368 -0.0029660819 0.003684765
Clumpy_contour 0.0027092961 -0.0001402817 -0.015407482
Sparse_contour 0.1163399751 -0.1232851738 0.059698932
Striated_contour -0.0085119618 -0.2745386815 -0.095735769
Convex_contour 0.0492645906 0.0916391333 0.026175984
Skinny_contour -0.0154447777 0.0037549301 -0.018594876
Stringy_contour 0.0857279419 0.1594527443 -0.049832777
Monotonic_contour -0.0495785746 0.0158367844 0.015739712
No_of_max_ponits 0.0477751597 -0.2417544332 0.408705865
No_of_min_points -0.0526571114 0.2476570739 -0.432464125
diameter -0.0295992452 0.0048359971 -0.095919202
area 0.0622909824 0.0177369991 -0.017902074
perimeter 0.0373502950 0.0381929438 0.020307910
physiological_length 0.1018075230 -0.0527129346 0.004794634
physiological_width 0.0114159470 0.1052709622 0.079441121
aspect_ratio -0.0466605484 0.0762108181 -0.033083718
rectangularity 0.0174185610 -0.1450570892 -0.273026525
circularity 0.1322652779 -0.0016289979 -0.015922783
compactness 0.0122108919 -0.0282069945 -0.089319656
NF 0.0721716488 0.0892252822 0.134760484
Perimeter_ratio_diameter 0.0705806214 0.0130520530 0.079927290
Perimeter_ratio_length 0.0825933988 0.0944937639 0.145567634
Perimeter_ratio_lw -0.0721126564 -0.0267090353 -0.098363894
No_of_Convex_points -0.0828897554 0.0100522624 0.079411153
perimeter_convexity -0.0763345948 -0.1444218861 -0.372596958
area_convexity 0.0192165245 -0.1323084198 -0.274566427
area_ratio_convexity -0.0023180196 0.1242246142 0.205386051
equivalent_diameter 0.0605239588 0.0450190780 0.030252994
cx -0.0272435458 -0.0119725984 -0.004941393
cy 0.0147395051 0.0147776776 0.011940037
eccentriciry -0.0003916395 0.1829984342 0.160281706
contrast 0.5580886782 0.1042291665 -0.135197171
correlation_texture 0.3353470539 0.1276294184 -0.072286323
inverse_difference_moments 0.3410849587 0.0682196360 -0.049036310
entropy -0.1546947714 -0.0205963670 0.030826945
Mean_R_val 0.1322377975 -0.0251497968 -0.001095262
Mean_G_val 0.2918959243 -0.0299156257 0.022975284
Mean_B_val 0.1595842231 -0.0444690806 -0.002031331
Std_R_val -0.2787265975 0.0455482320 0.024252264
Std_G_val 0.1394357713 -0.0241941898 -0.102047844
Std_B_val -0.2812608658 0.0233099385 -0.051364425
correlation 0.0099744677 -0.0052945040 -0.064717593
PC33 PC34 PC35 PC36
Skewed_polar 0.009450325 0.003317245 0.0040332360 -0.012823614
Clumpy_polar -0.015037292 0.006040371 -0.0034285119 0.002765867
Sparse_polar 0.187049376 0.269321210 -0.0032757760 -0.025952564
Striated_polar 0.323258180 -0.052767264 0.0727237232 -0.037282192
Convex_polar -0.294589222 -0.708651346 0.0326201961 0.045104254
Skinny_polar -0.005437793 -0.021624858 0.0015832394 -0.002122269
Stringy_polar -0.189518557 -0.176737902 -0.0290997481 0.030254420
Monotonic_polar -0.024688227 0.082077773 -0.0099313907 -0.014060114
Skewed_contour 0.009640911 -0.004045505 -0.0003866393 0.003534919
Clumpy_contour -0.006195206 0.003776686 0.0044890611 0.007029549
Sparse_contour -0.059076026 0.097679502 0.0177822508 -0.022981115
Striated_contour -0.422678072 0.028920458 -0.1133481928 0.001578661
Convex_contour 0.086430743 0.004321672 0.0229511480 -0.025219809
Skinny_contour -0.017406799 -0.002504096 -0.0085534880 0.013858995
Stringy_contour 0.075465739 -0.182081059 0.0927866450 0.010275155
Monotonic_contour 0.068264163 0.015703651 0.0129579206 0.005798620
No_of_max_ponits 0.153104718 -0.297856550 0.2406562664 0.044714092
No_of_min_points -0.196354086 0.376998829 -0.3053069901 -0.032695692
diameter -0.081058513 0.115449580 0.3376649976 0.084949459
area 0.047937637 -0.009479163 -0.0031002801 0.115685687
perimeter -0.049593448 0.018353777 0.0716299519 0.160700340
physiological_length 0.142614148 -0.094546527 -0.2849500531 0.137743172
physiological_width -0.186613575 0.099357193 0.2328066256 0.021807921
aspect_ratio -0.231063046 0.172341252 0.4647537670 0.044743586
rectangularity 0.263026509 0.012361316 0.1206190022 -0.025182194
circularity 0.093248715 -0.014871209 -0.1955030732 0.486575280
compactness 0.068989297 -0.041162096 -0.0311432176 0.127830730
NF -0.099243523 0.019002541 -0.0505696214 -0.081744454
Perimeter_ratio_diameter 0.021731027 -0.051327073 -0.2367388370 0.186778085
Perimeter_ratio_length -0.099533320 0.012793916 -0.0723935620 -0.079840901
Perimeter_ratio_lw 0.002654583 0.035979564 0.1641169952 0.055849006
No_of_Convex_points -0.107012593 0.011952678 0.0427172735 -0.128261849
perimeter_convexity 0.205921113 0.011718370 0.3037802276 0.049450088
area_convexity 0.267838107 0.002154654 0.0275503554 0.130292841
area_ratio_convexity -0.218617627 0.027906803 -0.1065983499 0.315644886
equivalent_diameter -0.004801511 -0.001476801 -0.0097209243 0.144191268
cx 0.028921006 0.026849307 -0.0032983935 -0.006434272
cy -0.005515768 0.005843465 -0.0154965350 0.008137784
eccentriciry -0.236905268 0.115991997 0.1708818534 0.020228265
contrast 0.020342441 0.009872459 0.0447053102 -0.111218379
correlation_texture 0.001841566 -0.017107062 -0.0615619414 -0.234651380
inverse_difference_moments -0.069406658 0.092517369 0.2064654577 0.481776588
entropy 0.045342361 -0.028529182 -0.1038078464 -0.164683897
Mean_R_val 0.001353542 -0.022367319 -0.0268499825 -0.002605400
Mean_G_val -0.050607149 -0.050632468 0.0377938973 -0.163876871
Mean_B_val -0.027811042 -0.038630667 0.0230176533 -0.142796662
Std_R_val 0.045203333 0.051658827 -0.0470838459 0.277693263
Std_G_val 0.060160663 0.007016027 0.0312140459 -0.090020802
Std_B_val 0.035139572 0.039270295 0.0132521226 -0.035570789
correlation -0.061486164 0.081745049 -0.0537541137 -0.010426468
PC37 PC38 PC39
Skewed_polar -0.0003657904 -0.005052467 -0.0003292184
Clumpy_polar -0.0004470625 0.004240507 0.0012152236
Sparse_polar -0.0480618860 -0.004834690 0.0049125112
Striated_polar -0.0273740160 0.001584360 0.0021494968
Convex_polar 0.0480240211 0.037523365 0.0033559019
Skinny_polar -0.0043604500 0.002504253 0.0054998310
Stringy_polar 0.0113079023 0.020636281 0.0100646335
Monotonic_polar 0.0160402850 -0.014894182 -0.0019352519
Skewed_contour 0.0024109872 0.001472219 -0.0040408793
Clumpy_contour 0.0036797635 0.006540062 -0.0005754981
Sparse_contour -0.0132235222 -0.019880146 -0.0100820980
Striated_contour 0.0079680083 -0.006202413 0.0025054313
Convex_contour 0.0092994374 0.010881782 0.0020102829
Skinny_contour -0.0194553101 0.010080508 0.0081383725
Stringy_contour 0.0017537754 0.008534699 -0.0087367632
Monotonic_contour -0.0708052923 -0.010914413 0.0087008249
No_of_max_ponits -0.0259195131 0.010870386 -0.0063978176
No_of_min_points 0.0348793449 -0.020995941 0.0191636853
diameter -0.1529502968 0.133286167 -0.0182130313
area 0.2107737686 -0.428818331 0.1534543418
perimeter 0.0388701089 0.062997547 -0.0410424789
physiological_length 0.0875160957 0.184824392 -0.1611634197
physiological_width 0.1902181010 0.054603597 0.0450403250
aspect_ratio -0.1101616562 0.286469090 -0.1270759488
rectangularity 0.2928600833 0.209934509 -0.0732167551
circularity -0.2326094116 0.144812498 -0.1826477980
compactness -0.3401071725 -0.239452971 0.0713807103
NF 0.0921661669 0.114377365 -0.0256097833
Perimeter_ratio_diameter -0.0766721710 0.131846270 -0.1853522285
Perimeter_ratio_length 0.0949459676 0.109610572 -0.0377849926
Perimeter_ratio_lw -0.3944335045 -0.298699076 0.1079954684
No_of_Convex_points -0.0139930315 -0.021170507 0.0167726110
perimeter_convexity -0.1711028118 -0.096064341 0.0131542465
area_convexity 0.0334572673 0.275616613 -0.0286115418
area_ratio_convexity -0.3804652094 0.007837982 0.0614352047
equivalent_diameter 0.1436735524 -0.131197569 -0.0618131689
cx -0.0002685860 0.018263968 0.0020504685
cy -0.0169694243 -0.035640186 0.0021219827
eccentriciry 0.0472200451 0.117748895 -0.0775633767
contrast -0.1080470402 -0.007394712 0.0237447620
correlation_texture -0.1912870800 0.024279250 -0.0041080423
inverse_difference_moments 0.3594220294 -0.274166998 -0.0596837441
entropy -0.0011544028 -0.132483791 0.0868199373
Mean_R_val -0.1000999744 0.310037471 0.2493343229
Mean_G_val 0.0411656287 -0.229841373 0.0253263600
Mean_B_val -0.0817961678 -0.004079127 -0.1850147413
Std_R_val 0.1531459392 0.080009199 0.4986658453
Std_G_val -0.0836876593 0.118567824 0.2502815342
Std_B_val -0.0180923642 -0.190594515 -0.6344382592
correlation 0.0404525556 -0.003337357 0.0012485631
PC40 PC41 PC42
Skewed_polar 3.683828e-03 4.370486e-04 4.361150e-03
Clumpy_polar 1.707338e-03 -2.181988e-03 9.215894e-04
Sparse_polar 5.022814e-03 -8.628021e-03 4.868450e-03
Striated_polar -5.593185e-03 9.193745e-03 -8.586651e-03
Convex_polar -2.518818e-02 7.325411e-03 -1.004189e-02
Skinny_polar -5.258464e-03 1.316201e-03 1.298097e-03
Stringy_polar -5.796017e-03 -1.463622e-02 3.765672e-03
Monotonic_polar 5.559558e-03 -7.337342e-04 -4.621472e-03
Skewed_contour -2.372925e-03 3.575878e-05 -1.119900e-03
Clumpy_contour 3.286190e-03 2.730128e-04 -1.056599e-04
Sparse_contour 7.429130e-03 4.753216e-03 -1.786821e-02
Striated_contour 1.452368e-02 2.504146e-03 -2.482605e-02
Convex_contour -5.456831e-03 1.075448e-02 -2.620704e-03
Skinny_contour 3.323609e-03 -2.460807e-03 -9.926199e-05
Stringy_contour -2.103806e-02 9.745082e-03 6.131127e-03
Monotonic_contour 1.790581e-03 -1.341513e-02 -4.975428e-03
No_of_max_ponits -6.263666e-03 -5.386482e-03 -1.084944e-02
No_of_min_points -2.498293e-03 9.915508e-03 8.545024e-03
diameter -3.483821e-01 1.797347e-01 -5.410724e-02
area 2.103441e-01 3.616644e-02 -1.744362e-01
perimeter 1.973818e-01 -5.482538e-02 -9.041829e-02
physiological_length 7.158664e-02 -7.084498e-02 2.739373e-01
physiological_width 1.131224e-01 -1.162048e-01 -2.378700e-01
aspect_ratio -7.487875e-02 2.314766e-02 3.756413e-01
rectangularity -8.457731e-02 6.047391e-02 6.076128e-02
circularity -2.259323e-01 1.979524e-01 -6.724966e-02
compactness 9.894888e-03 2.159855e-01 2.971505e-01
NF -1.988640e-02 -1.012193e-01 -1.475031e-01
Perimeter_ratio_diameter 3.202609e-01 -2.864170e-01 3.395099e-01
Perimeter_ratio_length -8.944105e-03 -8.370492e-02 -1.412606e-01
Perimeter_ratio_lw 3.183502e-02 7.258623e-03 -9.800460e-02
No_of_Convex_points 2.554081e-02 3.932516e-03 -8.359013e-03
perimeter_convexity 4.267372e-01 -3.588607e-01 3.629914e-02
area_convexity -1.815046e-01 -3.362738e-01 -3.593336e-01
area_ratio_convexity -6.873192e-02 -3.388672e-01 -2.675541e-01
equivalent_diameter 5.624140e-02 1.669872e-01 -3.539699e-02
cx -2.922582e-03 7.267830e-03 -1.897874e-03
cy 8.056229e-05 1.100361e-03 2.140854e-03
eccentriciry 2.491888e-01 -1.294142e-01 1.863914e-01
contrast 6.757581e-03 -3.317691e-02 -8.102310e-03
correlation_texture -2.611745e-02 -3.863695e-02 7.369317e-03
inverse_difference_moments -4.249736e-02 8.289684e-02 1.037126e-01
entropy -1.876567e-01 -3.192555e-02 2.650973e-01
Mean_R_val 3.557247e-01 3.605829e-01 -1.217926e-01
Mean_G_val -3.635330e-01 -4.176917e-01 1.873090e-01
Mean_B_val 9.471449e-02 1.315254e-01 -8.690961e-02
Std_R_val -1.266660e-01 -1.418054e-01 1.646189e-01
Std_G_val 2.701575e-02 1.807294e-02 2.907979e-02
Std_B_val 4.667337e-03 1.013469e-02 -1.282922e-01
correlation -5.203567e-03 1.739569e-02 8.107054e-03
PC43 PC44 PC45
Skewed_polar 0.0012104247 0.0007790384 0.0012813297
Clumpy_polar 0.0003306225 0.0020588683 -0.0012175774
Sparse_polar 0.0036414605 -0.0041415097 0.0054614437
Striated_polar 0.0101309613 0.0065556966 0.0015854874
Convex_polar 0.0069526611 0.0081746062 -0.0160809681
Skinny_polar -0.0007285160 -0.0009898102 0.0004040394
Stringy_polar 0.0028497862 -0.0037450319 -0.0074486557
Monotonic_polar -0.0081454276 -0.0113380809 0.0037784461
Skewed_contour 0.0019445200 0.0012244751 -0.0022836114
Clumpy_contour -0.0030063329 0.0004422340 -0.0032213690
Sparse_contour -0.0061001492 -0.0040766356 0.0040608833
Striated_contour -0.0131201009 -0.0012002254 -0.0016286313
Convex_contour -0.0050305715 -0.0150761747 -0.0042174721
Skinny_contour -0.0040387235 0.0004297600 -0.0020520376
Stringy_contour 0.0056193064 0.0094730704 -0.0044763592
Monotonic_contour 0.0079257206 0.0079497504 0.0009533900
No_of_max_ponits 0.0053861975 -0.0002350160 -0.0005144041
No_of_min_points -0.0037374878 0.0119615117 -0.0002213952
diameter 0.0194077922 -0.0077445127 -0.2096325059
area 0.2413690028 -0.3472606539 -0.2775027897
perimeter -0.3214612207 0.1313667916 0.5087257463
physiological_length 0.1000829753 -0.1259248030 -0.1229978646
physiological_width -0.0239714196 -0.0149962722 0.2918213387
aspect_ratio 0.1511985731 -0.1574317519 -0.1684531767
rectangularity 0.0671690146 -0.1251911822 0.1547670174
circularity -0.3379201809 0.1659844388 -0.0380334729
compactness 0.1544069704 -0.2916036329 0.4077456103
NF -0.0443132539 0.1361153958 -0.1874536124
Perimeter_ratio_diameter 0.0465547806 0.0188783673 -0.2030053699
Perimeter_ratio_length -0.0807153053 0.1556369124 -0.1919355581
Perimeter_ratio_lw -0.1192133721 0.1681015816 -0.2908806769
No_of_Convex_points -0.0112574521 0.0243571361 -0.0033208746
perimeter_convexity -0.1667804337 0.2254802724 -0.0741461979
area_convexity 0.3430736560 -0.0306379864 0.0029185318
area_ratio_convexity 0.3653944794 -0.0947657551 0.1354250748
equivalent_diameter -0.0849430523 0.0351150433 -0.2268739077
cx -0.0006716426 0.0006927837 -0.0149369603
cy -0.0019138789 -0.0007557646 0.0006060819
eccentriciry 0.0464559113 -0.0238157321 0.0357030881
contrast -0.0457808434 -0.0572523324 0.0168597474
correlation_texture -0.0116920340 -0.0137660724 0.0307526158
inverse_difference_moments 0.2082136457 0.3053695984 0.0464409431
entropy 0.4068876510 0.6469445770 0.1226709097
Mean_R_val 0.2161504192 0.1171331917 -0.0402520039
Mean_G_val -0.1788495062 -0.0959409775 0.0165694803
Mean_B_val 0.1030055998 0.0861290427 0.0279592600
Std_R_val -0.2144548084 -0.0794546288 -0.0424656168
Std_G_val 0.0079648350 0.0462587242 -0.0022773797
Std_B_val 0.0363349968 -0.0596284169 0.0435598527
correlation -0.0127740746 -0.0049437709 -0.0060594147
PC46 PC47 PC48
Skewed_polar 7.259041e-04 8.544364e-04 1.250485e-04
Clumpy_polar -9.750281e-04 -6.135466e-04 -5.475779e-05
Sparse_polar 7.461339e-03 2.207685e-05 -1.166421e-03
Striated_polar -7.798481e-03 2.820759e-05 1.086123e-03
Convex_polar -1.145809e-02 -5.307684e-04 5.000682e-03
Skinny_polar -8.211497e-05 -6.879933e-04 1.923043e-04
Stringy_polar 4.324623e-03 -5.328134e-05 5.752444e-04
Monotonic_polar 5.537034e-03 -1.703911e-03 5.586788e-04
Skewed_contour -5.677571e-04 -9.124531e-04 7.000652e-04
Clumpy_contour -8.710358e-05 -4.586825e-04 -4.324155e-04
Sparse_contour 5.375231e-03 1.054810e-03 2.455696e-04
Striated_contour 4.392871e-03 -1.305505e-03 9.029738e-04
Convex_contour 1.290668e-03 1.078524e-03 1.113987e-03
Skinny_contour 1.425820e-03 -1.208742e-03 5.240336e-04
Stringy_contour -2.061749e-03 1.706426e-03 1.408483e-03
Monotonic_contour 2.744057e-03 2.739086e-03 -3.223233e-03
No_of_max_ponits -1.032386e-03 -2.259046e-03 2.053790e-03
No_of_min_points 3.766309e-04 2.609004e-03 -7.125660e-04
diameter -8.210071e-02 1.120940e-01 4.880911e-01
area -3.552392e-01 -2.485314e-02 -7.488130e-02
perimeter -1.205548e-02 -4.457938e-02 -2.308662e-01
physiological_length -1.343634e-01 -1.101094e-01 -2.832020e-01
physiological_width -1.515258e-01 -1.488231e-03 2.997489e-01
aspect_ratio -1.532693e-02 -8.224617e-02 -3.962163e-01
rectangularity 1.439735e-02 1.672941e-02 7.197886e-02
circularity -2.506598e-01 -6.065116e-02 -3.501748e-02
compactness 1.517922e-01 4.812561e-02 1.112837e-01
NF -2.644292e-03 8.680209e-03 1.123240e-02
Perimeter_ratio_diameter -2.572404e-02 1.490619e-01 5.028353e-01
Perimeter_ratio_length 3.990709e-03 -1.873092e-02 -1.156409e-01
Perimeter_ratio_lw -6.722555e-02 -8.520932e-02 -1.500289e-01
No_of_Convex_points 2.686287e-03 7.069987e-03 -6.452896e-03
perimeter_convexity 3.155065e-02 3.090848e-03 6.457000e-03
area_convexity 1.444675e-01 2.699125e-02 -8.632834e-02
area_ratio_convexity 1.337131e-01 2.063742e-02 -7.448703e-02
equivalent_diameter 8.162096e-01 1.035245e-01 -2.779842e-02
cx -3.810748e-03 -2.342605e-04 1.384960e-03
cy 4.547886e-03 2.874572e-04 2.533767e-04
eccentriciry 6.797472e-03 2.018774e-02 6.334434e-03
contrast 4.642946e-03 2.612515e-02 -2.088569e-03
correlation_texture -1.774727e-03 9.341646e-03 -2.912066e-03
inverse_difference_moments -2.652813e-02 -2.002165e-02 7.366977e-04
entropy -6.984105e-02 -2.941228e-02 -1.081321e-02
Mean_R_val 6.185363e-02 -4.581860e-01 1.095346e-01
Mean_G_val 6.598407e-02 -2.888024e-01 6.973393e-02
Mean_B_val -1.185234e-01 7.240087e-01 -1.779746e-01
Std_R_val -3.907584e-03 2.104268e-01 -4.844212e-02
Std_G_val -1.176172e-02 7.297821e-02 -1.284110e-02
Std_B_val 9.646187e-04 -2.195661e-01 5.517993e-02
correlation -1.979217e-03 -2.410570e-03 2.906989e-03
PC49 PC50
Skewed_polar 7.640785e-04 3.176996e-04
Clumpy_polar 1.502099e-04 7.677887e-05
Sparse_polar -1.718772e-03 -2.612760e-04
Striated_polar 7.253519e-04 7.676441e-04
Convex_polar 1.620655e-03 5.418944e-04
Skinny_polar 4.899702e-04 7.969979e-05
Stringy_polar -1.719811e-03 -5.430671e-04
Monotonic_polar 7.073331e-04 2.511377e-04
Skewed_contour -2.645788e-04 6.341052e-05
Clumpy_contour -1.207953e-05 3.740111e-05
Sparse_contour -2.350326e-04 7.584343e-05
Striated_contour 4.406831e-04 1.347838e-04
Convex_contour -2.543723e-03 -6.028295e-05
Skinny_contour 3.519443e-04 -2.633561e-04
Stringy_contour -1.335821e-03 -1.877333e-04
Monotonic_contour -8.075501e-04 -2.199503e-04
No_of_max_ponits -1.873901e-03 -6.740444e-04
No_of_min_points -5.423828e-04 4.334309e-04
diameter -1.390930e-01 -7.222408e-02
area -2.379111e-01 -2.397988e-02
perimeter -3.847182e-01 -4.231798e-03
physiological_length 4.466292e-01 7.009416e-02
physiological_width 6.344646e-01 3.085429e-02
aspect_ratio -7.113438e-02 1.991807e-02
rectangularity 4.006603e-02 -5.181504e-03
circularity 3.772078e-02 2.446553e-02
compactness 7.991531e-02 -5.723231e-03
NF -1.092759e-01 7.084119e-01
Perimeter_ratio_diameter -1.433552e-01 -5.060260e-02
Perimeter_ratio_length 2.854614e-02 -6.917373e-01
Perimeter_ratio_lw 3.251305e-01 5.699506e-02
No_of_Convex_points -1.004492e-04 -1.493827e-04
perimeter_convexity -6.781162e-04 -9.465353e-03
area_convexity -4.029283e-02 -1.245941e-02
area_ratio_convexity -2.705372e-02 -1.293896e-02
equivalent_diameter 1.086900e-01 2.391306e-02
cx 9.755916e-04 -7.679707e-05
cy -2.070541e-03 6.521268e-04
eccentriciry -8.227267e-04 -9.065902e-04
contrast 1.588421e-03 1.504230e-03
correlation_texture -1.224069e-03 1.094789e-03
inverse_difference_moments -4.557005e-03 -1.264536e-04
entropy -9.024885e-03 -1.016310e-03
Mean_R_val -4.131482e-02 -4.317373e-03
Mean_G_val -2.346848e-02 -3.608105e-03
Mean_B_val 5.658443e-02 9.356837e-03
Std_R_val 2.181761e-02 -6.814630e-04
Std_G_val 4.152014e-03 -3.570733e-05
Std_B_val -1.634130e-02 -1.355362e-03
correlation -2.037053e-03 2.331297e-04
$pca_components
PC1 PC2 PC3 PC4 PC5
1 3.503934804 0.575837990 1.576715e+00 0.8123011920 -0.069777876
2 3.405931930 -0.146321268 6.589298e-01 0.6687188090 -0.429122910
3 4.386054528 -6.163904789 -9.840078e+00 2.1886233223 -0.906350935
4 3.407314767 1.046732279 1.709396e+00 2.1365056879 -0.247737935
5 3.385975562 -0.172590107 1.918230e+00 2.0006107687 -0.663662458
6 3.302234074 0.306488643 1.936486e+00 2.3334327347 -0.392756759
7 3.490404099 0.665752300 1.637282e+00 1.7244507885 -0.301995404
8 3.026734680 -0.071785424 1.508643e+00 2.5960029132 -0.717669196
9 3.771200429 0.336917246 1.794904e+00 1.2282741619 0.080438793
10 2.824190144 -0.047895306 1.426813e+00 2.5969585602 -0.875571317
11 3.487979996 0.855036269 7.654770e-01 1.8177241568 -0.538947711
12 3.021533958 -0.407300423 1.499433e+00 2.0724283418 -0.663099745
13 3.595431240 0.915723204 6.764700e-01 0.8618299244 0.250552667
14 4.147285953 -5.851708303 -9.650523e+00 2.4214689636 -1.176632763
15 3.351040033 -0.532849042 1.161038e+00 2.6784141609 -0.870565105
16 3.255506702 -0.689994169 1.258448e+00 2.9239783200 -1.089019185
17 4.011075453 0.137137951 1.297713e+00 1.4861120451 -0.555003439
18 3.553768435 0.893395138 1.713223e+00 1.4302424113 -0.070761372
19 3.270371810 -0.243834554 1.565827e+00 1.9888525587 -0.145794687
20 3.190158498 -0.565420171 1.096850e+00 2.1581816622 -0.506543700
21 3.377980849 0.670740133 1.294800e+00 1.1751931243 0.083906808
22 2.957258217 -0.078483743 1.453073e+00 2.5402131315 -0.719646377
23 2.696006692 -0.252951013 1.508072e+00 2.5180131735 -0.740828669
24 4.337587168 0.563604184 -5.054382e-01 0.9481003781 0.117309408
25 4.296515614 -4.742427678 -8.740700e+00 1.6446229370 -0.407306228
26 3.049603228 -0.072102710 1.507760e+00 2.3463877389 -0.696381178
27 2.961467677 0.051483425 1.999595e+00 1.6631426754 -0.487142887
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1795 1.446932415 2.848544825 -4.280339e-01 0.0301799902 2.654713522
1796 0.797873062 2.347273261 -5.316461e-01 0.5073786863 2.567517591
1797 1.582637339 2.225255036 -2.024456e-01 -1.1619824494 1.858390624
1798 3.797092598 -3.268866970 -1.169809e+01 -2.4892268670 4.743333809
1799 0.559748049 2.410774884 -7.669690e-01 -0.2554049663 2.523638924
1800 0.342844958 2.400475213 -4.731950e-01 -0.1200025079 1.758252511
1801 0.853997197 2.437536906 -1.784143e-01 0.8875548611 1.596588315
1802 1.994709428 2.702629756 -2.616376e-02 -0.1143460288 2.299868960
1803 1.429616467 2.685586318 -5.297836e-01 -0.1033763502 2.538368254
1804 1.516639334 2.804915677 -2.663514e-01 -0.1375581744 1.493106566
1805 1.410458592 2.686066902 -2.143264e-01 -0.6722501087 1.825449381
1806 0.383886038 2.675876322 2.862117e-01 0.0794910428 1.998973342
1807 2.260581658 2.889888191 -6.090678e-01 -0.2316266821 2.878017328
1808 1.554633565 2.338865791 -9.036031e-01 0.5478143403 1.329587903
1809 2.890327007 -4.000106035 -1.345894e+01 -0.8729416316 1.822888867
1810 1.042478178 2.872349160 7.490175e-02 -1.2629101257 3.132972278
1811 1.298838532 2.804408825 1.147850e-01 -0.4587788626 2.871237006
1812 1.364732361 2.701303204 1.865823e-02 -0.4011257430 2.065296952
1813 1.520021958 2.836109677 -2.796272e-01 -0.2422345405 2.521871139
1814 1.716160757 3.056748169 -9.338319e-03 -0.5214238185 2.446397689
1815 1.668043473 2.668191335 -3.381921e-01 -0.7262506044 3.356467073
1816 1.206929626 2.546081713 -3.883257e-01 0.1161437341 2.706280542
1817 2.030495595 2.968901816 2.865569e-01 -0.5722428939 2.351368563
1818 1.434791540 2.901639039 1.779816e-01 -0.5047423519 2.997184300
1819 1.095376151 2.879819609 4.331833e-01 -0.7238722971 3.139225681
1820 3.395895165 -3.793017300 -1.309585e+01 -0.5618941276 2.313819156
1821 2.126615783 2.587068992 -7.056555e-04 -0.6241737945 2.590655055
1822 4.719666610 3.917952064 6.081148e-02 -4.8668118478 -2.479843856
1823 0.635013774 2.523386007 7.860605e-01 -0.4191510697 1.477284814
1824 2.733582359 2.509023779 -2.386669e-01 -1.5671786346 2.614031460
1825 0.704729621 2.730618737 1.203696e-01 -0.3410207027 2.609325669
1826 1.808799046 2.707147188 -3.747245e-01 -0.0553090642 1.913988629
1827 1.713530945 1.977194123 6.158112e-01 -1.6662933286 3.091769272
1828 1.688658488 2.504915392 2.208921e-02 -0.2545648208 1.634383795
1829 1.149813985 0.431516412 2.822257e-01 -2.5089363457 3.465852311
1830 1.820102704 2.166335280 1.759683e-01 -1.2294185084 2.085880115
1831 4.626219100 -3.193924056 -1.198955e+01 -1.8263542981 2.464346638
1832 1.541696933 2.682178814 -3.498948e-01 -1.9260595299 3.372594598
1833 1.239038757 2.417463866 2.152371e-01 -2.0229881417 2.756977513
1834 0.808216971 2.488357365 -3.041115e-02 -1.5709897178 2.641694686
1835 2.796155686 1.934991475 -1.852354e-01 -2.1356268561 3.167542422
1836 1.620806044 2.284863421 -5.609371e-01 -1.8285468949 2.872457346
1837 0.314175541 2.845619044 -9.684445e-02 -1.5755124730 2.368622730
1838 0.827059587 2.470576703 -1.070718e+00 -1.8148816684 2.929567107
1839 1.439024484 3.024701997 -2.313406e-01 -2.1519751761 3.591793139
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1841 2.746083574 2.776301070 2.085657e-02 -2.0281021171 3.197175205
1842 4.506448903 -4.872412546 -1.453029e+01 -2.7538933086 3.573089975
1843 1.960836451 1.728871756 1.355448e-02 -2.1961384211 3.805110308
1844 1.320882485 2.765517554 -5.778030e-01 -1.3620443704 2.271521827
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1847 2.697554686 2.911535083 1.898275e-01 -1.2612652894 3.646305284
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1851 0.421164539 1.901038034 -2.994606e-01 -0.0724418885 1.116756503
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1858 -0.104226381 1.528707248 4.482143e-01 -2.6560157098 3.171146931
1859 0.421620811 1.613605902 7.243263e-01 -2.0767665106 3.033844578
1860 0.700870217 1.413863865 7.183004e-01 -2.0756749223 3.449357343
1861 0.591923371 0.828832644 5.285308e-01 -1.1053324528 2.628900657
1862 1.143059619 1.419636204 4.082169e-01 -1.3910496269 3.000250250
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1865 1.111602088 0.713346311 1.364220e+00 -0.5877279694 2.204055888
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1868 0.165205634 1.502395597 8.646931e-01 -1.0130495594 2.708091841
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1893 -0.359250142 0.907791680 6.010514e-01 -0.8851662937 1.972985367
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PC6 PC7 PC8
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1804 0.717567991 -1.144135771 -1.698739e+00
1805 0.230228519 -0.263553092 -3.013065e-01
1806 0.473637932 0.418291013 -1.144244e+00
1807 0.829259023 -0.043212998 -1.709246e+00
1808 0.796787412 0.009055303 -1.406387e+00
1809 0.570364988 -0.081871107 -2.414982e+00
1810 1.575786792 0.274415028 -2.047278e+00
1811 0.883423283 0.554139929 -2.781437e+00
1812 0.042160730 -0.930406792 -1.007110e+00
1813 0.538472276 -0.482891127 -1.668524e+00
1814 0.553175000 -0.350735749 -2.037261e+00
1815 1.290958390 0.931502879 -2.035102e+00
1816 1.455995587 -0.014515684 -1.588066e+00
1817 0.107247783 0.196548665 -1.550224e+00
1818 0.813310420 0.037785508 -2.393772e+00
1819 1.066806202 0.164551047 -1.766714e+00
1820 2.128530964 -0.283065075 -2.098229e+00
1821 0.535955071 -0.168767593 -2.404411e+00
1822 2.311079796 -1.597653938 -2.729331e-01
1823 0.425541171 -0.527790772 -1.399372e+00
1824 2.304926108 0.518114379 -2.348392e+00
1825 1.055612560 0.214878511 -2.408036e+00
1826 0.949474329 -1.081731618 -1.401435e+00
1827 1.386527598 0.580125622 -2.299523e+00
1828 0.261079774 0.398255457 -1.433252e+00
1829 1.341957060 3.757522177 -1.128760e+00
1830 0.538139261 1.398944425 -2.563436e+00
1831 2.193830582 0.573237970 -2.789028e+00
1832 0.128629625 2.963045636 -1.294721e+00
1833 -0.239606907 2.166277362 -1.240849e+00
1834 -0.753385920 1.812847601 -1.362407e+00
1835 0.517855500 1.926907095 -1.417387e+00
1836 0.007641291 2.145971284 -1.851168e+00
1837 -0.509773342 1.093927037 -4.501806e-01
1838 0.203392544 2.918947808 -5.404545e-01
1839 0.743957833 3.063211455 -2.088857e+00
1840 0.097821877 2.697227684 -1.717411e+00
1841 0.163751180 2.327077836 -2.313575e+00
1842 3.000748625 2.171227500 -3.729889e+00
1843 0.201371401 2.430021121 -1.334722e+00
1844 -0.717186888 1.877757566 -6.795521e-01
1845 -0.827465495 1.427389408 -9.709229e-01
1846 -0.355283798 2.150244341 -1.522009e+00
1847 0.372326960 2.853534837 -2.728958e+00
1848 -1.183284339 1.529430810 -8.802912e-01
1849 -0.916430304 1.138804301 1.723997e-01
1850 -0.565060256 1.760630134 -7.438009e-01
1851 -1.750585805 2.231882678 -1.546187e-01
1852 -0.879253065 1.820153706 1.253525e+00
1853 1.021244505 0.150659219 -6.249027e-01
1854 0.532165475 1.516980926 9.337029e-02
1855 -0.013892302 1.390099625 9.964695e-02
1856 -0.221033132 1.019480775 7.276084e-01
1857 -0.061949351 0.804272403 6.499109e-01
1858 0.617924073 2.571288590 3.385360e-02
1859 0.924943906 1.887343341 -6.956036e-01
1860 0.625903188 2.210416607 -7.773424e-01
1861 0.170208382 0.553774908 4.967077e-01
1862 -0.537973214 0.726737021 1.230692e-01
1863 0.650455646 1.716041094 4.705084e-02
1864 1.171810714 -1.144640415 -2.846082e-01
1865 -0.658266079 0.065535254 -1.076216e-01
1866 0.428640882 1.176289753 7.449422e-01
1867 0.266948816 1.277073523 3.615429e-01
1868 0.340951114 0.340507989 3.868005e-02
1869 0.082167530 0.418420027 4.684882e-02
1870 -0.466531048 1.019894390 1.959370e-01
1871 0.046765356 0.944752445 8.798586e-02
1872 0.921407622 1.859840344 5.980204e-01
1873 -0.403780656 0.760344680 1.070767e+00
1874 -0.246874900 1.125637090 3.915591e-01
1875 1.443057968 0.299923353 -6.278344e-01
1876 -0.507006810 0.949600883 1.702475e-01
1877 -0.463620058 0.496544027 1.791320e-01
1878 -0.388709534 0.936598928 7.014437e-01
1879 0.551262905 1.640190894 -1.006694e-01
1880 -0.556218050 2.013660709 5.185205e-01
1881 0.388631003 1.757950026 1.298570e-01
1882 -0.159207193 1.115359331 4.067784e-01
1883 -0.766979645 0.940131088 6.943394e-01
1884 -0.813448097 2.065190233 -5.905707e-01
1885 0.149334147 2.071800458 6.085754e-01
1886 2.083877798 -0.258274371 -1.390348e+00
1887 0.078491517 1.498352216 6.074153e-01
1888 -0.139771527 1.715729046 5.457555e-01
1889 -0.760655701 1.302297922 1.160997e+00
1890 -0.536205965 1.435654519 7.685582e-01
1891 -0.035173982 2.010176771 1.066613e+00
1892 -1.391859141 1.435646631 1.165810e+00
1893 -0.373841201 2.971059992 3.572182e-01
1894 1.142548305 1.528397885 1.621759e+00
1895 -0.008508162 2.970901397 2.928274e-01
1896 -1.153698081 1.844268967 1.672385e+00
1897 2.910495603 -1.391017905 1.216452e+00
1898 -0.451063810 2.925041938 6.915906e-01
1899 -0.418555290 2.988589180 3.431477e-01
1900 0.110742510 2.312164797 5.266844e-01
1901 -0.239486670 2.153452203 4.678406e-01
1902 -0.379806005 2.408249543 1.321013e+00
1903 1.730189972 1.904930268 1.511298e+00
1904 -0.391712320 1.904084844 1.392958e+00
1905 0.255525378 3.003571539 5.163741e-01
1906 -0.040861468 2.151762828 1.304238e+00
1907 -1.071716008 1.677331218 4.063632e-01
p111 <- ggplot(data_new1, aes(x=PC1, y=PC2, col=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("PCA1 Vs PCA2 by Actual Species") + xlab("PCA1") + ylab("PCA2") + theme(aspect.ratio = 1)
p111

p121 <- ggplot(data_new1, aes(x=PC1, y=PC3, col=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("PCA1 Vs PCA3 by Actual Species") + xlab("PCA1") + ylab("PCA3") + theme(aspect.ratio = 1)
p121

p131 <- ggplot(data_new1, aes(x=PC1, y=PC4, col=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("PCA1 Vs PCA4 by Actual Species") + xlab("PCA1") + ylab("PCA4") + theme(aspect.ratio = 1)
p131

p141 <- ggplot(data_new1, aes(x=PC1, y=PC5, col=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("PCA1 Vs PCA5 by Actual Species") + xlab("PCA1") + ylab("PCA5") + theme(aspect.ratio = 1)
p141

p151 <- ggplot(data_new1, aes(x=PC2, y=PC3, col=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("PCA2 Vs PCA3 by Actual Species") + xlab("PCA2") + ylab("PCA3") + theme(aspect.ratio = 1)
p151

p161 <- ggplot(data_new1, aes(x=PC2, y=PC4, col=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("PCA2 Vs PCA4 by Actual Species") + xlab("PCA2") + ylab("PCA4") + theme(aspect.ratio = 1)
p161

p171 <- ggplot(data_new1, aes(x=PC2, y=PC5, col=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("PCA2 Vs PCA5 by Actual Species") + xlab("PCA2") + ylab("PCA5") + theme(aspect.ratio = 1)
p171

p181 <- ggplot(data_new1, aes(x=PC3, y=PC4, col=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("PCA3 Vs PCA4 by Actual Species") + xlab("PCA3") + ylab("PCA4") + theme(aspect.ratio = 1)
p181

p191 <- ggplot(data_new1, aes(x=PC3, y=PC5, col=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("PCA3 Vs PCA5 by Actual Species") + xlab("PCA3") + ylab("PCA5") + theme(aspect.ratio = 1)
p191

p1h2 <- p111 + theme(legend.position = "none") + theme(plot.title = element_blank())
p2h2 <- p121 + theme(legend.position = "none") + theme(plot.title = element_blank())
p3h2 <- p131 + theme(plot.title = element_blank()) + theme(legend.position = "none")
p4h2 <- p141 + theme(plot.title = element_blank()) + theme(legend.position = "none")
p5h2 <- p151 + theme(plot.title = element_blank()) + theme(legend.position = "none")
p6h2 <- p161 + theme(legend.position = "none") + theme(plot.title = element_blank())
p7h2 <- p171 + theme(plot.title = element_blank()) + theme(legend.position = "none")
p8h2 <- p181 + theme(plot.title = element_blank()) + theme(legend.position = "none")
p9h2 <- p191 + theme(plot.title = element_blank())
p1h2 + p2h2 + p3h2 + p4h2 + p5h2 + p6h2 + p7h2 + p8h2 + p9h2 + plot_annotation(
title = 'PCA with Actual Species',
tag_levels = 'A'
) & theme(plot.tag = element_text(size = 5))

LDA1 <- lda(Species~ diameter + area + perimeter + physiological_length + physiological_width + aspect_ratio + rectangularity + circularity + compactness + NF + Perimeter_ratio_diameter + Perimeter_ratio_length + Perimeter_ratio_lw + No_of_Convex_points + perimeter_convexity + area_convexity + area_ratio_convexity + equivalent_diameter + contrast + correlation_texture + inverse_difference_moments + entropy + cx + cy + eccentriciry + Mean_R_val + Mean_G_val + Mean_B_val + Std_R_val + Std_G_val + Std_B_val + correlation + Skewed_polar + Clumpy_polar + Sparse_polar + Striated_polar + Convex_polar + Skinny_polar + Stringy_polar + Monotonic_polar + Skewed_contour + Clumpy_contour + Sparse_contour + Striated_contour + Convex_contour + Skinny_contour + Stringy_contour + Monotonic_contour + No_of_max_ponits + No_of_min_points, data= data_new1)
## LDA data
LDA1
Call:
lda(Species ~ diameter + area + perimeter + physiological_length +
physiological_width + aspect_ratio + rectangularity + circularity +
compactness + NF + Perimeter_ratio_diameter + Perimeter_ratio_length +
Perimeter_ratio_lw + No_of_Convex_points + perimeter_convexity +
area_convexity + area_ratio_convexity + equivalent_diameter +
contrast + correlation_texture + inverse_difference_moments +
entropy + cx + cy + eccentriciry + Mean_R_val + Mean_G_val +
Mean_B_val + Std_R_val + Std_G_val + Std_B_val + correlation +
Skewed_polar + Clumpy_polar + Sparse_polar + Striated_polar +
Convex_polar + Skinny_polar + Stringy_polar + Monotonic_polar +
Skewed_contour + Clumpy_contour + Sparse_contour + Striated_contour +
Convex_contour + Skinny_contour + Stringy_contour + Monotonic_contour +
No_of_max_ponits + No_of_min_points, data = data_new1)
Prior probabilities of groups:
Anhui Barberry Beale's Barberry Big-fruited Holly
0.03408495 0.02884111 0.02621919
Camphortree Canadian Poplar Castor Aralia
0.03408495 0.03356057 0.02726796
Chinese Cinnamon Chinese Horse Chestnut Chinese Redbud
0.02884111 0.03303618 0.03775564
Chinese Toon Chinese Tulip Tree Crape Myrtle
0.03408495 0.02779234 0.03198741
Deodar Ford Woodlotus Ginkgo Maidenhair Tree
0.04037756 0.02726796 0.03251180
Glossy Privet Goldenrain Tree Japanese Cheesewood
0.02884111 0.03093865 0.03303618
Japanese Flowering Cherry Japanese Maple Japanese Viburnum
0.02884111 0.02936550 0.03146303
Nanmu Oleander Peach
0.03251180 0.03460933 0.02831673
Pubescent Bamboo Southern Magnolia Sweet Osmanthus
0.03093865 0.02988988 0.02936550
Tangerine Trident Maple True Indigo
0.02936550 0.02779234 0.03828002
Wintersweet Yew Plum Pine
0.02726796 0.03146303
Group means:
diameter area perimeter physiological_length
Anhui Barberry 1210.4693 299157.55 2732.682 1208.9492
Beale's Barberry 1433.0942 854612.99 4050.123 1332.5391
Big-fruited Holly 1425.9738 873601.34 3767.907 1396.3200
Camphortree 1505.2186 710172.08 3672.645 1375.1540
Canadian Poplar 1209.0050 841130.73 3789.932 1161.3438
Castor Aralia 1266.3528 694890.38 4619.246 1217.5769
Chinese Cinnamon 1446.6978 470266.25 3315.269 1444.3632
Chinese Horse Chestnut 1650.6166 701985.16 3857.623 1645.1936
Chinese Redbud 1149.8211 843912.58 3630.456 1120.5556
Chinese Toon 1618.0869 464378.28 3769.924 1614.1656
Chinese Tulip Tree 1208.8605 788089.67 4287.364 1186.4528
Crape Myrtle 1431.2972 1011112.32 3920.815 1429.1311
Deodar 1685.3649 62264.89 3592.814 1685.3199
Ford Woodlotus 1664.3099 519733.61 3757.783 1662.2259
Ginkgo Maidenhair Tree 1495.2715 851157.47 4126.297 1425.3202
Glossy Privet 1625.2019 865972.98 3970.021 1588.4813
Goldenrain Tree 1265.6219 481313.12 3270.824 1260.4091
Japanese Cheesewood 1408.8939 583950.76 3470.144 1403.5934
Japanese Flowering Cherry 1601.1727 764763.96 3905.915 1530.7605
Japanese Maple 1139.8694 440159.85 5282.784 1103.3393
Japanese Viburnum 1717.4515 808794.53 4055.822 1714.1477
Nanmu 1544.1890 489624.06 3505.292 1537.2154
Oleander 1755.0403 391216.54 3822.189 1754.5206
Peach 1678.5996 544147.25 3779.911 1675.3183
Pubescent Bamboo 1601.8726 284091.53 3494.187 1601.4585
Southern Magnolia 1706.1255 815950.47 4065.120 1701.7070
Sweet Osmanthus 1664.9420 820998.31 4010.749 1651.8007
Tangerine 1792.3470 732690.75 4273.965 1766.1984
Trident Maple 1189.5905 526538.00 4161.902 1167.0566
True Indigo 929.6057 330551.78 2355.844 926.9951
Wintersweet 1577.3063 837835.68 3920.520 1555.6562
Yew Plum Pine 1602.0363 230599.79 3461.384 1601.7500
physiological_width aspect_ratio rectangularity
Anhui Barberry 346.92773 0.28607398 0.7017796
Beale's Barberry 942.96372 0.71281679 0.6801039
Big-fruited Holly 899.68000 0.64626133 0.6939366
Camphortree 789.45857 0.58684593 0.6584317
Canadian Poplar 1080.64062 0.93484664 0.6680425
Castor Aralia 1037.61538 0.85781374 0.5505709
Chinese Cinnamon 479.71767 0.33273163 0.6711923
Chinese Horse Chestnut 622.90115 0.37823850 0.6809870
Chinese Redbud 1054.13889 0.94521408 0.7143623
Chinese Toon 457.99972 0.28534326 0.6293702
Chinese Tulip Tree 1042.16981 0.88501479 0.6378076
Crape Myrtle 960.31148 0.67367063 0.7368652
Deodar 57.68613 0.03423439 0.6647078
Ford Woodlotus 433.66758 0.26085324 0.7196922
Ginkgo Maidenhair Tree 864.83238 0.61173865 0.6923388
Glossy Privet 789.76373 0.50386432 0.6935218
Goldenrain Tree 596.84570 0.47735191 0.6363171
Japanese Cheesewood 647.16369 0.46269493 0.6414778
Japanese Flowering Cherry 783.86901 0.52227982 0.6380866
Japanese Maple 1018.94643 0.92953376 0.3904538
Japanese Viburnum 687.57491 0.40265638 0.6855089
Nanmu 493.08576 0.32136516 0.6422442
Oleander 314.21436 0.17911030 0.7092030
Peach 484.52556 0.29045973 0.6694750
Pubescent Bamboo 243.92337 0.15280506 0.7299367
Southern Magnolia 685.72430 0.40387382 0.6995198
Sweet Osmanthus 713.69122 0.43275100 0.6945472
Tangerine 680.42275 0.38677315 0.6106305
Trident Maple 1066.35849 0.92283938 0.4268031
True Indigo 430.57107 0.46671087 0.8121826
Wintersweet 812.36953 0.52584962 0.6631827
Yew Plum Pine 190.50141 0.11882267 0.7519195
circularity compactness NF
Anhui Barberry 0.49186756 26.26364 3.632453
Beale's Barberry 0.65372933 19.29224 1.526243
Big-fruited Holly 0.76976647 16.36240 1.597173
Camphortree 0.65698168 19.20233 1.949924
Canadian Poplar 0.73310946 17.19860 1.118817
Castor Aralia 0.41138820 30.83128 1.221061
Chinese Cinnamon 0.53064852 23.96600 3.064739
Chinese Horse Chestnut 0.58824719 21.41593 2.662339
Chinese Redbud 0.80292565 15.65916 1.090631
Chinese Toon 0.41204626 31.01567 3.573166
Chinese Tulip Tree 0.54633823 23.47261 1.161775
Crape Myrtle 0.82522657 15.24156 1.496976
Deodar 0.06072085 208.52241 30.320038
Ford Woodlotus 0.46409985 27.79746 3.899515
Ginkgo Maidenhair Tree 0.62911909 20.06954 1.738683
Glossy Privet 0.68960012 18.27246 2.079879
Goldenrain Tree 0.56201463 22.45088 2.128499
Japanese Cheesewood 0.60732522 20.82083 2.197087
Japanese Flowering Cherry 0.62753922 20.20158 2.072457
Japanese Maple 0.19826591 64.02721 1.119237
Japanese Viburnum 0.61734185 20.46444 2.510185
Nanmu 0.49761503 25.34830 3.147261
Oleander 0.33606019 37.69108 5.633759
Peach 0.47874580 26.49268 3.492340
Pubescent Bamboo 0.28987904 45.34373 7.048876
Southern Magnolia 0.62077780 20.37695 2.506065
Sweet Osmanthus 0.63932349 19.70788 2.338060
Tangerine 0.50300722 25.08207 2.660420
Trident Maple 0.38653393 33.40560 1.116361
True Indigo 0.73268183 17.17421 2.165179
Wintersweet 0.68595396 18.39480 1.947427
Yew Plum Pine 0.24026764 52.99488 8.522294
Perimeter_ratio_diameter Perimeter_ratio_length
Anhui Barberry 2.256710 8.163918
Beale's Barberry 2.827026 4.309411
Big-fruited Holly 2.644635 4.212373
Camphortree 2.440211 4.740734
Canadian Poplar 3.140418 3.507478
Castor Aralia 3.647834 4.449977
Chinese Cinnamon 2.292495 7.011249
Chinese Horse Chestnut 2.336916 6.219318
Chinese Redbud 3.163543 3.444195
Chinese Toon 2.332771 8.309397
Chinese Tulip Tree 3.542525 4.112644
Crape Myrtle 2.742138 4.093492
Deodar 2.132036 64.639992
Ford Woodlotus 2.257046 8.800682
Ginkgo Maidenhair Tree 2.760188 4.798116
Glossy Privet 2.444781 5.072351
Goldenrain Tree 2.591818 5.493898
Japanese Cheesewood 2.465718 5.400922
Japanese Flowering Cherry 2.446896 5.043299
Japanese Maple 4.637890 5.186778
Japanese Viburnum 2.363683 5.922545
Nanmu 2.270082 7.139184
Oleander 2.177920 12.265112
Peach 2.252614 7.857690
Pubescent Bamboo 2.181247 15.318848
Southern Magnolia 2.384355 5.961275
Sweet Osmanthus 2.409226 5.629583
Tangerine 2.385220 6.332351
Trident Maple 3.500864 3.903601
True Indigo 2.538380 5.487079
Wintersweet 2.489941 4.836064
Yew Plum Pine 2.160481 18.402307
Perimeter_ratio_lw No_of_Convex_points
Anhui Barberry 1.758418 76.60000
Beale's Barberry 1.780059 55.60000
Big-fruited Holly 1.640525 98.22000
Camphortree 1.696524 91.47692
Canadian Poplar 1.690472 56.82812
Castor Aralia 2.046679 34.86538
Chinese Cinnamon 1.724013 95.60000
Chinese Horse Chestnut 1.701447 85.23810
Chinese Redbud 1.670238 123.87500
Chinese Toon 1.819671 57.35385
Chinese Tulip Tree 1.920175 82.58491
Crape Myrtle 1.640907 142.68852
Deodar 2.061607 55.09091
Ford Woodlotus 1.793550 118.53846
Ginkgo Maidenhair Tree 1.801605 77.25806
Glossy Privet 1.669444 115.89091
Goldenrain Tree 1.761176 55.11864
Japanese Cheesewood 1.692204 103.60317
Japanese Flowering Cherry 1.687063 72.61818
Japanese Maple 2.490094 27.03571
Japanese Viburnum 1.688797 90.50000
Nanmu 1.726256 92.62903
Oleander 1.847901 103.74242
Peach 1.749653 76.40741
Pubescent Bamboo 1.894117 83.77966
Southern Magnolia 1.703048 150.56140
Sweet Osmanthus 1.695578 78.92857
Tangerine 1.746920 76.87500
Trident Maple 1.862916 52.11321
True Indigo 1.736042 126.02740
Wintersweet 1.654805 120.46154
Yew Plum Pine 1.931529 90.73333
perimeter_convexity area_convexity
Anhui Barberry 0.9485984 0.017306342
Beale's Barberry 0.9080351 0.105343651
Big-fruited Holly 0.9438417 0.016433349
Camphortree 0.9415666 0.027151168
Canadian Poplar 0.9300192 0.046984297
Castor Aralia 0.7807285 0.358087215
Chinese Cinnamon 0.9454345 0.021353955
Chinese Horse Chestnut 0.9433949 0.021744394
Chinese Redbud 0.9353978 0.030868505
Chinese Toon 0.9368095 0.090895816
Chinese Tulip Tree 0.8349192 0.199992377
Crape Myrtle 0.9470602 0.004892056
Deodar 0.9444575 0.283301187
Ford Woodlotus 0.9428251 0.013922521
Ginkgo Maidenhair Tree 0.9092492 0.084598865
Glossy Privet 0.9455646 0.012287395
Goldenrain Tree 0.8995273 0.057645841
Japanese Cheesewood 0.9389738 0.019992531
Japanese Flowering Cherry 0.9401135 0.044397268
Japanese Maple 0.6365079 0.888281050
Japanese Viburnum 0.9427700 0.013918685
Nanmu 0.9466333 0.028729117
Oleander 0.9483439 0.009870293
Peach 0.9462727 0.020442755
Pubescent Bamboo 0.9469054 0.023253932
Southern Magnolia 0.9430685 0.006159343
Sweet Osmanthus 0.9395803 0.021904753
Tangerine 0.9189166 0.068345024
Trident Maple 0.8075712 0.495830538
True Indigo 0.9522487 0.004134379
Wintersweet 0.9451511 0.018393999
Yew Plum Pine 0.9469046 0.033662004
area_ratio_convexity equivalent_diameter contrast
Anhui Barberry 0.9830506 609.8451 5.909599
Beale's Barberry 0.9052559 1041.0930 26.586107
Big-fruited Holly 0.9838551 1051.9362 21.286455
Camphortree 0.9736623 947.4033 50.034211
Canadian Poplar 0.9555057 1032.6290 26.383297
Castor Aralia 0.7372932 939.2189 24.108601
Chinese Cinnamon 0.9792078 767.7708 20.211415
Chinese Horse Chestnut 0.9787723 941.9197 21.234597
Chinese Redbud 0.9701182 1035.3702 31.153752
Chinese Toon 0.9207387 767.5703 14.366320
Chinese Tulip Tree 0.8349836 999.6909 17.414058
Crape Myrtle 0.9951352 1133.6363 5.196045
Deodar 0.7980208 281.2627 5.383653
Ford Woodlotus 0.9869547 810.7787 26.451902
Ginkgo Maidenhair Tree 0.9225202 1039.8628 13.306453
Glossy Privet 0.9878789 1048.7888 4.078733
Goldenrain Tree 0.9456013 779.1494 13.395168
Japanese Cheesewood 0.9804551 859.9785 56.013746
Japanese Flowering Cherry 0.9577706 982.7013 35.233617
Japanese Maple 0.5313733 746.5745 21.889568
Japanese Viburnum 0.9862969 1013.0376 100.141046
Nanmu 0.9723042 786.5867 18.366151
Oleander 0.9902822 704.7200 19.143178
Peach 0.9800536 830.4038 33.742947
Pubescent Bamboo 0.9774430 595.8055 13.427607
Southern Magnolia 0.9939195 1018.2204 87.721178
Sweet Osmanthus 0.9786465 1020.4845 38.689359
Tangerine 0.9361365 964.5742 54.288942
Trident Maple 0.6733656 817.1272 19.853183
True Indigo 0.9958834 641.2452 8.684199
Wintersweet 0.9819806 1031.3870 26.389944
Yew Plum Pine 0.9688871 539.6981 11.643362
correlation_texture inverse_difference_moments
Anhui Barberry 0.9988688 0.8737352
Beale's Barberry 0.9973789 0.6415734
Big-fruited Holly 0.9973314 0.6444463
Camphortree 0.9951894 0.6670572
Canadian Poplar 0.9980357 0.6880924
Castor Aralia 0.9965020 0.6962431
Chinese Cinnamon 0.9970799 0.7905863
Chinese Horse Chestnut 0.9977221 0.6947647
Chinese Redbud 0.9967597 0.6336923
Chinese Toon 0.9980048 0.8039660
Chinese Tulip Tree 0.9981574 0.7106433
Crape Myrtle 0.9990337 0.6748499
Deodar 0.9949267 0.9653988
Ford Woodlotus 0.9972278 0.7665851
Ginkgo Maidenhair Tree 0.9984058 0.6643579
Glossy Privet 0.9992771 0.7488941
Goldenrain Tree 0.9967894 0.7953900
Japanese Cheesewood 0.9946846 0.7297021
Japanese Flowering Cherry 0.9962273 0.6786712
Japanese Maple 0.9962831 0.8015501
Japanese Viburnum 0.9940956 0.6271562
Nanmu 0.9971606 0.7856103
Oleander 0.9972164 0.8206283
Peach 0.9954590 0.7596517
Pubescent Bamboo 0.9980045 0.8721195
Southern Magnolia 0.9943693 0.6450050
Sweet Osmanthus 0.9958056 0.6356835
Tangerine 0.9952972 0.6701514
Trident Maple 0.9977382 0.7740944
True Indigo 0.9989810 0.8683003
Wintersweet 0.9972321 0.6552239
Yew Plum Pine 0.9975071 0.8951610
entropy cx cy eccentriciry Mean_R_val
Anhui Barberry 2.4376777 793.6755 541.4463 0.9543640 16.506117
Beale's Barberry 6.1953698 738.5823 591.5111 0.7655050 31.833391
Big-fruited Holly 6.1417977 749.0979 585.2003 0.7609571 30.842380
Camphortree 5.6543077 734.8838 583.0358 0.8465616 136.012499
Canadian Poplar 5.6447616 818.5959 590.4921 0.3941592 69.125270
Castor Aralia 4.9544580 712.3455 446.0078 0.5072007 24.643235
Chinese Cinnamon 3.5713725 792.0515 559.1319 0.9350939 16.671723
Chinese Horse Chestnut 4.9689927 806.0333 570.8849 0.9163399 14.608477
Chinese Redbud 5.8108638 776.8248 573.6455 0.3736412 29.293035
Chinese Toon 3.4365437 693.3081 575.9130 0.9629200 9.464932
Chinese Tulip Tree 5.3666513 752.5662 563.9867 0.3474428 23.788292
Crape Myrtle 5.9315171 799.5259 595.4501 0.7269899 41.551193
Deodar 0.7530841 799.3582 572.4891 0.9993356 4.379086
Ford Woodlotus 4.2959613 781.8380 595.6132 0.9624061 16.435672
Ginkgo Maidenhair Tree 5.4233741 815.6989 574.1365 0.8236724 22.671046
Glossy Privet 4.9508351 780.3935 578.2466 0.8658880 38.194986
Goldenrain Tree 3.5142467 726.5396 487.3408 0.8771019 14.820185
Japanese Cheesewood 4.7981814 925.3462 536.4492 0.8935878 18.753920
Japanese Flowering Cherry 5.2457178 725.4491 562.0536 0.8584124 19.563700
Japanese Maple 3.4740899 691.5606 549.0306 0.4230377 17.228615
Japanese Viburnum 6.4298871 799.7854 580.6540 0.9056873 73.568878
Nanmu 3.6579053 808.3600 578.4821 0.9408231 19.723994
Oleander 3.1370187 819.4770 613.8983 0.9827761 15.644145
Peach 4.2226294 741.6531 574.5115 0.9521683 10.722783
Pubescent Bamboo 2.3323386 868.7095 598.1963 0.9883205 7.290380
Southern Magnolia 6.2970042 847.9197 598.0000 0.9078717 17.769832
Sweet Osmanthus 6.1398550 773.4034 575.5652 0.8911438 74.720623
Tangerine 5.5972045 819.4682 615.1174 0.9189412 24.295495
Trident Maple 3.9746484 773.2814 693.4610 0.4270573 16.064592
True Indigo 2.3737190 755.3681 556.7979 0.8771860 6.687622
Wintersweet 5.6165636 696.6873 575.9664 0.8427716 27.071525
Yew Plum Pine 2.0239317 782.6806 590.5345 0.9931764 8.863241
Mean_G_val Mean_B_val Std_R_val Std_G_val Std_B_val
Anhui Barberry 25.062690 17.546913 42.51708 56.30699 43.04073
Beale's Barberry 66.473000 40.352760 42.84963 74.68807 50.73008
Big-fruited Holly 77.952935 43.258402 39.95307 84.30196 51.17768
Camphortree 183.762016 149.613752 94.77431 55.70306 85.58110
Canadian Poplar 107.106811 80.223897 56.57857 63.90860 58.20337
Castor Aralia 66.428179 36.664686 35.98021 86.71715 50.05404
Chinese Cinnamon 39.809098 23.638811 32.10084 68.38418 42.91098
Chinese Horse Chestnut 61.551356 27.437402 25.82704 79.61739 39.37089
Chinese Redbud 67.509664 37.228584 36.95071 75.61630 44.83775
Chinese Toon 41.669116 20.698305 25.94140 72.54848 39.64892
Chinese Tulip Tree 71.252764 40.795271 35.81844 79.98713 49.02706
Crape Myrtle 110.477691 59.133711 42.22305 101.13549 56.28024
Deodar 6.395471 4.987443 26.67285 33.50009 27.93560
Ford Woodlotus 38.295145 20.861456 36.60600 63.45076 42.28910
Ginkgo Maidenhair Tree 77.872705 42.571716 30.44197 85.73883 49.03222
Glossy Privet 86.682066 47.187328 44.90948 94.18429 52.92032
Goldenrain Tree 52.109194 25.368702 28.62282 90.59093 44.81259
Japanese Cheesewood 49.015848 27.310063 34.35609 67.51124 45.65403
Japanese Flowering Cherry 64.822280 33.046341 30.34038 77.23804 42.54129
Japanese Maple 40.912607 22.141701 35.97483 73.60367 43.31642
Japanese Viburnum 102.485070 77.888395 66.19705 68.65897 68.28843
Nanmu 42.294355 25.498642 35.47384 71.02049 44.52599
Oleander 29.751974 18.879582 33.71748 58.79012 39.75935
Peach 50.711525 24.217657 25.81515 80.23958 42.19156
Pubescent Bamboo 20.674647 10.412445 26.15443 48.65833 29.53761
Southern Magnolia 53.735273 25.737826 38.55910 66.37592 48.58331
Sweet Osmanthus 124.000014 88.491962 63.29680 67.24346 64.71293
Tangerine 61.372978 36.471314 36.46001 68.08423 45.76830
Trident Maple 41.660315 22.081457 31.58392 67.42792 39.50151
True Indigo 21.877263 8.767352 19.09043 45.31803 21.67421
Wintersweet 67.131196 38.334145 35.46000 75.90805 46.50497
Yew Plum Pine 18.154294 10.899894 28.33731 48.68450 32.25617
correlation Skewed_polar Clumpy_polar Sparse_polar
Anhui Barberry 0.560172119 0.5053417 0.014536265 0.01488333
Beale's Barberry 0.510240354 0.4978562 0.012166047 0.01593485
Big-fruited Holly 0.838216198 0.5358426 0.009179619 0.01530131
Camphortree 0.021306692 0.4980304 0.011917428 0.01448848
Canadian Poplar 0.685107776 0.5014156 0.009112524 0.01537553
Castor Aralia -0.517532864 0.4939231 0.011054927 0.01539927
Chinese Cinnamon 0.314858745 0.4925361 0.012775139 0.01461270
Chinese Horse Chestnut 0.512850842 0.5168750 0.013702011 0.01559809
Chinese Redbud 0.216182430 0.5027659 0.008836318 0.01597089
Chinese Toon 0.167522999 0.4975443 0.010824982 0.01548459
Chinese Tulip Tree 0.106960412 0.4954989 0.012578554 0.01565558
Crape Myrtle 0.393457168 0.5059986 0.009314787 0.01555086
Deodar -0.008783213 0.4925913 0.011669669 0.01449538
Ford Woodlotus 0.617834551 0.4996612 0.009623453 0.01610590
Ginkgo Maidenhair Tree 0.006222800 0.4989050 0.014317931 0.01617104
Glossy Privet 0.368978231 0.5171540 0.009425876 0.01458187
Goldenrain Tree 0.368486788 0.5036334 0.017420977 0.01610666
Japanese Cheesewood 0.689747044 0.5170471 0.007939031 0.01530690
Japanese Flowering Cherry 0.719793035 0.5052592 0.009344515 0.01512951
Japanese Maple -0.131536666 0.4927817 0.009655122 0.01546755
Japanese Viburnum 0.028598294 0.4895854 0.010506120 0.01452763
Nanmu 0.302489059 0.5030340 0.015442763 0.01535409
Oleander 0.001997076 0.5049132 0.012565772 0.01453433
Peach 0.021610078 0.4893333 0.012987564 0.01595967
Pubescent Bamboo 0.392902651 0.5007077 0.010307127 0.01513834
Southern Magnolia 0.352924041 0.4926205 0.010394388 0.01587598
Sweet Osmanthus -0.014330761 0.4892154 0.009276317 0.01447632
Tangerine 0.025826024 0.4870801 0.013304245 0.01588819
Trident Maple 0.687132567 0.5062280 0.012279932 0.01560940
True Indigo 0.448101419 0.5061377 0.011914550 0.01584845
Wintersweet 0.119783488 0.5086420 0.013014438 0.01481357
Yew Plum Pine 0.001624721 0.4925911 0.011026342 0.01573013
Striated_polar Convex_polar Skinny_polar
Anhui Barberry 0.9230381 0.0031198167 0.6760729
Beale's Barberry 0.9259243 0.0053105522 0.5562908
Big-fruited Holly 0.8376478 0.0074805022 0.7382131
Camphortree 0.9366149 0.0018218302 0.5205359
Canadian Poplar 0.9370092 0.0035235055 0.5672312
Castor Aralia 0.9413535 0.0041883494 0.5150132
Chinese Cinnamon 0.9549026 0.0013459109 0.5763151
Chinese Horse Chestnut 0.9145457 0.0049337557 0.6230699
Chinese Redbud 0.9316845 0.0055545735 0.4883640
Chinese Toon 0.9475627 0.0032155823 0.6515281
Chinese Tulip Tree 0.9467682 0.0025184607 0.5715831
Crape Myrtle 0.9415124 0.0025680957 0.5984614
Deodar 0.9672293 0.0011937336 0.5434730
Ford Woodlotus 0.9223606 0.0056393677 0.6185276
Ginkgo Maidenhair Tree 0.9234737 0.0048009724 0.6587429
Glossy Privet 0.9521103 0.0013339961 0.6084278
Goldenrain Tree 0.9327697 0.0047233775 0.5785702
Japanese Cheesewood 0.8917026 0.0082595130 0.7027576
Japanese Flowering Cherry 0.9410269 0.0028905497 0.6291301
Japanese Maple 0.9374057 0.0046165240 0.5123172
Japanese Viburnum 0.9690667 0.0010676042 0.4822709
Nanmu 0.9298493 0.0028375821 0.6644595
Oleander 0.9593802 0.0012006273 0.5375366
Peach 0.9546393 0.0040121670 0.8067441
Pubescent Bamboo 0.9468292 0.0025528198 0.5527376
Southern Magnolia 0.9320649 0.0062489669 0.5212066
Sweet Osmanthus 0.9717105 0.0008315635 0.2173727
Tangerine 0.9399286 0.0053185480 0.4817601
Trident Maple 0.9284274 0.0038338469 0.6231619
True Indigo 0.9401006 0.0031101869 0.5997988
Wintersweet 0.9216997 0.0022907272 0.7112227
Yew Plum Pine 0.9514364 0.0016478554 0.6219490
Stringy_polar Monotonic_polar Skewed_contour
Anhui Barberry 0.9733998 0.064671298 0.5122071
Beale's Barberry 0.9772238 0.238985642 0.5055310
Big-fruited Holly 0.9591493 0.195651270 0.4985249
Camphortree 0.9886983 0.155798786 0.5256489
Canadian Poplar 0.9793157 0.128634130 0.5004277
Castor Aralia 0.9849146 0.119677830 0.5079701
Chinese Cinnamon 0.9891156 0.075462248 0.4974487
Chinese Horse Chestnut 0.9742257 0.158787779 0.5044699
Chinese Redbud 0.9734828 0.109245699 0.5101107
Chinese Toon 0.9842824 0.152362207 0.4989147
Chinese Tulip Tree 0.9846562 0.073786011 0.4974944
Crape Myrtle 0.9866935 0.126538935 0.4929117
Deodar 0.9965257 0.082050501 0.5050805
Ford Woodlotus 0.9773694 0.077494142 0.4940372
Ginkgo Maidenhair Tree 0.9887195 0.033773297 0.5059302
Glossy Privet 0.9912103 0.087983861 0.4945476
Goldenrain Tree 0.9827003 0.058429560 0.5037914
Japanese Cheesewood 0.9661922 0.275468167 0.4993464
Japanese Flowering Cherry 0.9865236 0.187112038 0.4923723
Japanese Maple 0.9784512 0.141001895 0.5014183
Japanese Viburnum 0.9951212 0.270196874 0.4889707
Nanmu 0.9885979 0.047640466 0.5019321
Oleander 0.9919131 0.021504855 0.5028158
Peach 0.9872228 0.245960165 0.4925348
Pubescent Bamboo 0.9846714 0.083461280 0.5047050
Southern Magnolia 0.9788898 0.275918308 0.5040312
Sweet Osmanthus 0.9938406 0.190010375 0.4933684
Tangerine 0.9878961 0.509207775 0.5156485
Trident Maple 0.9761963 0.115686374 0.4947196
True Indigo 0.9834558 0.117241595 0.4937671
Wintersweet 0.9882453 0.156153304 0.5267166
Yew Plum Pine 0.9948363 0.009180845 0.4998992
Clumpy_contour Sparse_contour Striated_contour
Anhui Barberry 0.01537481 0.01448769 0.9493896
Beale's Barberry 0.01352695 0.01529766 0.9487553
Big-fruited Holly 0.01704539 0.01562527 0.9273737
Camphortree 0.01687500 0.01448795 0.9261394
Canadian Poplar 0.01316246 0.01446901 0.9634552
Castor Aralia 0.01210457 0.01589791 0.9438520
Chinese Cinnamon 0.01387680 0.01448280 0.9640484
Chinese Horse Chestnut 0.01430665 0.01493830 0.9491471
Chinese Redbud 0.01596121 0.01592860 0.9467847
Chinese Toon 0.01260211 0.01540699 0.9588537
Chinese Tulip Tree 0.01927435 0.01451642 0.9704989
Crape Myrtle 0.01482883 0.01444150 0.9608437
Deodar 0.01286596 0.01446400 0.9713821
Ford Woodlotus 0.01472478 0.01594427 0.9386392
Ginkgo Maidenhair Tree 0.01294759 0.01445045 0.9377000
Glossy Privet 0.01323592 0.01442365 0.9687778
Goldenrain Tree 0.01608090 0.01568329 0.9426135
Japanese Cheesewood 0.01755343 0.01519121 0.9377571
Japanese Flowering Cherry 0.01464783 0.01474646 0.9584397
Japanese Maple 0.01450710 0.01577904 0.9480384
Japanese Viburnum 0.01453643 0.01438603 0.9775513
Nanmu 0.01434295 0.01496509 0.9399237
Oleander 0.01415574 0.01437634 0.9740904
Peach 0.01372412 0.01592817 0.9510623
Pubescent Bamboo 0.01448619 0.01447853 0.9681023
Southern Magnolia 0.01526396 0.01583705 0.9432642
Sweet Osmanthus 0.01582853 0.01444032 0.9771727
Tangerine 0.01627492 0.01594451 0.9321033
Trident Maple 0.01429590 0.01473383 0.9588854
True Indigo 0.01275730 0.01468003 0.9606640
Wintersweet 0.01645211 0.01447651 0.9058160
Yew Plum Pine 0.01370048 0.01517885 0.9627796
Convex_contour Skinny_contour Stringy_contour
Anhui Barberry 0.0012358743 0.6132182 0.9988368
Beale's Barberry 0.0041844220 0.5600309 0.9861924
Big-fruited Holly 0.3614050276 0.6914175 0.9755906
Camphortree 0.0009125669 0.6380850 0.9979325
Canadian Poplar 0.0036555221 0.4329648 0.9968364
Castor Aralia 0.0040507801 0.4887546 0.9845807
Chinese Cinnamon 0.0005108887 0.6618769 0.9979709
Chinese Horse Chestnut 0.0035897587 0.4685982 0.9889292
Chinese Redbud 0.0042279812 0.3878117 0.9852623
Chinese Toon 0.0027978114 0.5834142 0.9889892
Chinese Tulip Tree 0.0010838487 0.5644063 0.9951068
Crape Myrtle 0.0014864624 0.5323237 0.9985276
Deodar 0.0010055013 0.6408151 0.9976981
Ford Woodlotus 0.0049087251 0.4350000 0.9836090
Ginkgo Maidenhair Tree 0.0034822713 0.6571964 0.9948641
Glossy Privet 0.0025619281 0.3726571 0.9938175
Goldenrain Tree 0.0035018127 0.5793557 0.9868798
Japanese Cheesewood 0.2460045200 0.6844860 0.9852245
Japanese Flowering Cherry 0.0036427847 0.4615426 0.9898437
Japanese Maple 0.0040437650 0.4717006 0.9877476
Japanese Viburnum 0.0002494316 0.6397971 0.9986979
Nanmu 0.0024403664 0.6389737 0.9969676
Oleander 0.0006928467 0.5223676 0.9968332
Peach 0.0035373748 0.7575019 0.9855943
Pubescent Bamboo 0.0014646761 0.5970368 0.9949830
Southern Magnolia 0.0046613855 0.5107768 0.9841054
Sweet Osmanthus 0.0002548579 0.6147363 0.9983046
Tangerine 0.0036699442 0.8143389 0.9866177
Trident Maple 0.0028079338 0.4970695 0.9964882
True Indigo 0.0017608531 0.4943015 0.9968006
Wintersweet 0.0013595138 0.7307022 0.9962758
Yew Plum Pine 0.0007175030 0.6296657 0.9990310
Monotonic_contour No_of_max_ponits No_of_min_points
Anhui Barberry 0.3568991771 1.476923 1.369231
Beale's Barberry 0.3951667976 1.509091 1.527273
Big-fruited Holly 0.7963802072 1.680000 1.740000
Camphortree 0.0033557634 1.707692 2.830769
Canadian Poplar 0.5598284593 1.390625 1.421875
Castor Aralia 0.2919518205 4.000000 5.076923
Chinese Cinnamon 0.2721831588 1.672727 1.636364
Chinese Horse Chestnut 0.5032260978 2.063492 2.095238
Chinese Redbud 0.1304470865 1.555556 2.027778
Chinese Toon 0.1862957646 1.569231 1.800000
Chinese Tulip Tree 0.2105976312 1.773585 1.867925
Crape Myrtle 0.3035118814 2.327869 2.491803
Deodar 0.0016838835 2.584416 3.311688
Ford Woodlotus 0.4309563380 1.557692 1.596154
Ginkgo Maidenhair Tree 0.0045554934 4.516129 5.032258
Glossy Privet 0.4671864865 1.345455 1.490909
Goldenrain Tree 0.2188882952 2.000000 2.305085
Japanese Cheesewood 0.6587986844 1.714286 1.746032
Japanese Flowering Cherry 0.6298357283 1.127273 1.309091
Japanese Maple 0.1314452923 2.607143 3.392857
Japanese Viburnum 0.0151305391 1.433333 1.650000
Nanmu 0.2509676477 2.854839 2.967742
Oleander 0.0012922343 3.545455 4.348485
Peach 0.0094513925 1.611111 2.333333
Pubescent Bamboo 0.3182237312 1.864407 1.864407
Southern Magnolia 0.2143319811 1.526316 1.649123
Sweet Osmanthus 0.0033152024 1.375000 1.892857
Tangerine 0.0688601536 1.446429 1.767857
Trident Maple 0.7081866615 1.358491 1.377358
True Indigo 0.4863076462 1.602740 1.616438
Wintersweet 0.0439765654 2.326923 3.192308
Yew Plum Pine 0.0007362226 3.033333 3.566667
Coefficients of linear discriminants:
LD1 LD2 LD3
diameter -7.971852e-03 -9.420777e-03 2.754934e-02
area -4.672531e-06 -1.077418e-05 -2.236064e-06
perimeter -2.194575e-03 -7.703609e-03 -3.554661e-03
physiological_length 1.429230e-02 1.869807e-02 -1.187762e-02
physiological_width 1.079418e-02 2.054096e-02 3.950267e-03
aspect_ratio 2.326297e+00 2.696701e+00 -1.362119e+01
rectangularity -6.312520e+00 6.292779e+00 7.087519e+00
circularity 2.571015e+00 -1.110915e+01 1.939186e+00
compactness -2.407662e-01 4.427147e-02 -1.132999e-01
NF 3.435886e+00 1.885115e+00 3.530920e+00
Perimeter_ratio_diameter 1.518863e+00 6.775397e+00 1.116086e+01
Perimeter_ratio_length -1.629693e+00 -7.143502e-01 -1.645455e+00
Perimeter_ratio_lw 1.610727e+01 7.573286e+00 4.988419e+00
No_of_Convex_points -1.270694e-02 -1.738232e-02 1.126031e-02
perimeter_convexity -8.438808e+00 -2.228715e+00 -1.229778e+01
area_convexity 8.373453e+00 2.534221e+00 1.892857e+01
area_ratio_convexity 1.154510e+01 -1.600461e+01 2.010617e+01
equivalent_diameter 2.300902e-03 1.784061e-02 -1.539725e-02
contrast -1.418979e-02 -6.920102e-03 -2.331791e-02
correlation_texture -2.453435e+02 -1.555013e+00 -3.139525e+02
inverse_difference_moments 5.739857e+00 -2.589434e+00 -9.108354e+00
entropy 3.116952e-02 -6.143483e-02 -9.296327e-01
cx -9.294562e-04 -3.024808e-04 8.306510e-04
cy -7.606269e-04 6.559091e-04 4.495298e-04
eccentriciry -7.967820e-02 1.865537e-01 3.533427e+00
Mean_R_val 1.586435e-02 8.289312e-04 2.574014e-03
Mean_G_val -9.209907e-04 -6.000660e-03 2.559303e-02
Mean_B_val -1.200686e-02 5.309214e-03 -4.953698e-02
Std_R_val -5.004070e-03 1.089441e-02 5.217007e-02
Std_G_val -7.627621e-03 9.645735e-03 1.550042e-02
Std_B_val -9.670667e-04 -1.233858e-02 -2.305877e-02
correlation 5.446790e-02 -1.721555e-01 -2.898752e-01
Skewed_polar -2.426399e-01 -9.926790e-01 -9.131795e-01
Clumpy_polar 4.835368e+00 2.388932e-02 -2.064904e+00
Sparse_polar 1.558703e+01 -2.007467e+01 2.161072e+01
Striated_polar -1.746694e+00 4.561915e-01 8.596513e-01
Convex_polar 1.412268e+00 1.368340e+01 -1.266376e+01
Skinny_polar -6.103592e-02 4.359336e-02 1.583591e-02
Stringy_polar 2.784248e+00 -5.500065e-01 -2.516213e-01
Monotonic_polar 3.513325e-01 1.413137e-02 -5.540875e-01
Skewed_contour -6.419352e-02 -4.069994e-01 4.275782e-01
Clumpy_contour 3.350020e-02 -2.283692e+00 -4.860969e+00
Sparse_contour 1.778050e+01 -2.479358e+01 3.790280e+01
Striated_contour 9.358755e-01 2.180802e-01 2.926716e-01
Convex_contour -6.312682e-01 -7.012463e-01 -5.951617e-02
Skinny_contour 2.433469e-02 1.557766e-01 1.001940e-01
Stringy_contour 3.591143e-01 -2.799414e-02 1.589070e+00
Monotonic_contour 8.873872e-02 4.334996e-01 3.156410e-01
No_of_max_ponits -7.808193e-02 -1.867425e-02 8.842753e-03
No_of_min_points 3.583728e-02 6.804949e-02 7.755698e-03
LD4 LD5 LD6
diameter 3.130569e-02 8.757904e-04 -7.931518e-03
area 3.733397e-06 -3.039343e-05 -7.448245e-06
perimeter -2.606180e-03 7.558698e-03 -2.052751e-03
physiological_length -3.128234e-02 -3.522661e-02 1.218953e-02
physiological_width -2.914025e-02 -4.489671e-02 -3.574412e-03
aspect_ratio -1.067457e+01 8.967492e+00 9.082702e+00
rectangularity -4.228882e+01 -3.094222e+00 -3.285949e+01
circularity 3.972587e+01 -4.926844e+01 -7.282030e-01
compactness -8.855348e-02 5.378379e-02 -7.235248e-02
NF 3.095855e+00 -2.008582e+00 2.171842e+00
Perimeter_ratio_diameter 6.479281e+00 -9.432681e-01 4.797922e-01
Perimeter_ratio_length -9.096909e-01 1.034278e+00 -7.426403e-01
Perimeter_ratio_lw 2.401460e+00 -4.834610e+01 1.976961e+01
No_of_Convex_points -3.103355e-02 -3.464906e-02 5.500876e-02
perimeter_convexity -5.543974e+01 -1.072001e+01 2.883072e+01
area_convexity 1.676602e+01 -4.854936e+00 2.028700e+01
area_ratio_convexity 1.455114e+01 -1.338155e+01 4.165764e+01
equivalent_diameter 2.335445e-02 8.139601e-02 6.377930e-04
contrast 8.267859e-03 1.612328e-02 3.783370e-02
correlation_texture 5.017488e+01 3.758040e+02 2.967897e+02
inverse_difference_moments -7.203181e+00 -1.704892e+00 3.928658e+01
entropy -3.574878e-01 2.467505e+00 4.724227e+00
cx -1.478531e-03 1.435144e-04 3.020782e-03
cy -9.376238e-04 -3.999436e-04 2.172709e-03
eccentriciry 5.366985e+00 1.566129e+00 -2.006311e+00
Mean_R_val 2.297031e-02 -4.409360e-02 1.128540e-01
Mean_G_val 2.975991e-02 1.743967e-03 3.834993e-02
Mean_B_val -3.943253e-02 3.939787e-02 -1.376924e-01
Std_R_val -2.904506e-02 -4.751251e-02 -1.181904e-01
Std_G_val 4.133400e-03 -3.942771e-02 -5.358654e-02
Std_B_val 1.118491e-02 7.155762e-02 1.206263e-01
correlation 3.947856e-02 -1.188498e-01 2.339322e-01
Skewed_polar 1.023478e+00 -4.203113e-01 9.997998e-01
Clumpy_polar 3.049278e+00 1.589205e+00 -1.888089e+00
Sparse_polar -3.104029e+01 -5.916682e+00 -2.003684e+01
Striated_polar -1.876564e+00 8.875267e-02 -3.856304e-01
Convex_polar -4.907213e+00 -1.266457e+00 -1.679934e+00
Skinny_polar -1.673652e-02 -1.217560e-01 -1.292130e-02
Stringy_polar 2.707361e+00 1.669968e+00 1.290646e-01
Monotonic_polar 6.271315e-01 5.078189e-01 1.284053e+00
Skewed_contour -3.631608e-01 1.065032e+00 1.097350e+00
Clumpy_contour -2.034640e+00 4.079058e-01 2.327206e+00
Sparse_contour 1.161717e+01 4.099828e+01 3.038239e+01
Striated_contour -6.708756e-02 2.720727e+00 1.604990e+00
Convex_contour 8.222371e-01 -1.177230e-01 2.207303e+00
Skinny_contour 2.394500e-01 3.496215e-01 -3.417198e-01
Stringy_contour -2.741547e+00 -4.559684e+00 -2.406867e+00
Monotonic_contour -3.543718e-01 -1.637665e-01 -1.624750e+00
No_of_max_ponits -2.172419e-02 -5.845312e-02 -4.224514e-03
No_of_min_points 1.018784e-02 4.557864e-02 -5.429009e-02
LD7 LD8 LD9
diameter 2.692517e-02 -1.946352e-02 2.554230e-03
area 1.633417e-05 1.155421e-05 -1.602360e-05
perimeter 2.536773e-05 2.290103e-03 -1.191391e-03
physiological_length -2.479055e-02 5.905393e-03 -3.944544e-03
physiological_width -1.010882e-03 -2.490235e-02 9.285971e-03
aspect_ratio -1.169560e+01 1.907433e+01 -2.275015e+00
rectangularity 3.443058e+01 -4.487974e+01 -3.009421e+01
circularity -1.120134e+01 -1.508655e+01 -6.435905e+00
compactness -3.056472e-02 -4.911081e-02 -3.874184e-02
NF 6.129983e-02 1.027679e+00 -4.570482e+00
Perimeter_ratio_diameter 3.592099e+00 -6.220382e+00 5.245158e-02
Perimeter_ratio_length 2.893146e-02 -2.180354e-01 2.341657e+00
Perimeter_ratio_lw -5.393393e+01 1.977668e+01 -1.697824e+00
No_of_Convex_points 5.380232e-02 2.108476e-02 2.707022e-02
perimeter_convexity -1.032944e+02 3.784988e+01 2.567415e+01
area_convexity -1.598907e+01 6.333695e+00 1.107567e+01
area_ratio_convexity -6.821852e+01 3.027366e+01 3.489294e+01
equivalent_diameter -2.344304e-02 4.658565e-02 1.695582e-02
contrast 8.872965e-03 -1.573383e-02 -5.358321e-02
correlation_texture 3.473497e+01 -2.820950e+02 -5.894245e+02
inverse_difference_moments 1.163519e+01 6.670051e+00 -3.314835e+01
entropy 1.245454e-01 -2.492205e+00 -2.187876e+00
cx -1.362033e-04 -1.427283e-03 2.238989e-03
cy 1.009244e-03 6.199577e-04 -6.936932e-04
eccentriciry 1.962096e+00 -6.032384e-01 9.963236e-01
Mean_R_val 7.031664e-02 1.458293e-02 -1.711337e-02
Mean_G_val 2.873298e-02 1.864450e-02 2.377472e-03
Mean_B_val -1.052574e-01 -4.271185e-02 -9.534741e-03
Std_R_val -2.089270e-02 -1.532051e-02 7.495521e-02
Std_G_val 1.342672e-02 2.093595e-02 8.551403e-04
Std_B_val 3.435293e-02 3.148097e-02 -4.336243e-02
correlation -6.092216e-02 -2.187536e-01 3.409189e-01
Skewed_polar 1.203356e+00 1.040680e+00 -1.651419e+00
Clumpy_polar 4.184459e+00 -1.481152e+00 3.154007e+00
Sparse_polar 2.196537e+01 1.867918e-01 -6.426026e+01
Striated_polar 5.806865e-01 3.095829e-01 4.561311e-01
Convex_polar -3.453458e+00 1.018184e+01 5.893341e+00
Skinny_polar 1.265650e-02 2.240510e-01 2.266861e-01
Stringy_polar -6.854365e-01 2.850758e+00 -2.158296e+00
Monotonic_polar 4.603257e-01 -7.202742e-01 -4.715725e-01
Skewed_contour -6.629803e-01 2.545675e-01 1.751976e+00
Clumpy_contour -3.588370e+00 -4.957280e+00 1.464112e+00
Sparse_contour -2.366604e+00 -3.022267e+01 5.435375e+00
Striated_contour -2.004724e+00 5.856801e-01 -4.700986e+00
Convex_contour -2.345833e+00 -1.238601e+00 5.746964e+00
Skinny_contour -1.729126e-01 -2.879046e-01 7.673095e-01
Stringy_contour 2.843469e+00 -2.904941e+00 5.837451e+00
Monotonic_contour 1.206996e+00 1.885774e-01 4.989041e-01
No_of_max_ponits 9.156847e-03 8.362400e-03 -5.772511e-02
No_of_min_points 1.885101e-02 2.532177e-02 4.703792e-02
LD10 LD11 LD12
diameter 8.947323e-03 -1.375160e-02 -2.216655e-02
area -1.809294e-05 3.903081e-06 -2.586931e-05
perimeter 7.594905e-03 1.559819e-02 -7.378365e-03
physiological_length -2.761704e-02 -4.103722e-02 4.068804e-02
physiological_width -2.919175e-02 -6.551588e-02 4.390544e-02
aspect_ratio -1.724056e+00 6.153172e+00 2.491543e-01
rectangularity -1.083110e+01 -2.175996e+01 2.361472e+01
circularity -3.299545e+00 -2.443103e+01 8.021383e+00
compactness -1.444708e-02 3.965633e-02 2.517299e-02
NF -7.569506e-01 2.801463e+00 4.344419e+00
Perimeter_ratio_diameter 3.862384e+00 -1.188815e+00 -9.071481e+00
Perimeter_ratio_length 5.134713e-01 -1.182311e+00 -2.243875e+00
Perimeter_ratio_lw -1.923833e+01 -3.221587e+01 3.931337e+01
No_of_Convex_points 4.923818e-02 9.397654e-03 9.610038e-03
perimeter_convexity 1.086210e+01 -2.659278e+00 -1.012784e+01
area_convexity -1.206812e+01 5.339789e+00 -1.191080e+01
area_ratio_convexity -2.561605e+01 1.788757e+01 -2.477064e+01
equivalent_diameter 3.485856e-02 5.896336e-02 -1.838627e-02
contrast 5.286105e-04 -8.322182e-03 -7.204013e-02
correlation_texture 4.309175e+01 1.049003e+01 -2.388504e+02
inverse_difference_moments -5.314122e+01 1.839806e+01 2.957119e+01
entropy -2.665675e+00 1.795149e+00 5.127179e+00
cx -1.449219e-03 1.895989e-03 -9.082399e-04
cy -4.274909e-03 -3.631830e-03 1.724829e-03
eccentriciry -2.998853e+00 -2.266378e+00 3.586421e+00
Mean_R_val -8.848930e-02 5.033575e-02 3.328487e-02
Mean_G_val 3.488742e-02 -1.613364e-02 4.810101e-02
Mean_B_val 7.373814e-02 -8.553371e-02 -4.028766e-02
Std_R_val -5.164978e-02 -3.952167e-03 -1.080867e-01
Std_G_val -2.883761e-02 -6.700539e-03 -1.644596e-02
Std_B_val 1.353732e-02 1.269257e-01 4.199957e-02
correlation -7.379037e-01 -2.342971e-01 -3.233443e-01
Skewed_polar 2.104684e-01 -3.664169e-01 2.759222e+00
Clumpy_polar -3.171984e+00 2.806860e+00 -4.966448e-02
Sparse_polar -1.337390e+01 -6.819338e+01 9.460046e+00
Striated_polar 1.326963e+00 1.682575e+00 -2.938958e+00
Convex_polar 4.146598e+01 4.495277e+01 -3.553016e+01
Skinny_polar 8.463049e-02 1.564821e-01 -1.795535e-01
Stringy_polar 1.045366e+01 -2.498971e+00 3.547137e+00
Monotonic_polar -1.181635e+00 -2.109207e+00 -3.780109e-01
Skewed_contour -2.346208e-01 3.799023e-01 -1.234801e+00
Clumpy_contour -1.983546e+00 7.248492e-01 1.444535e+00
Sparse_contour -4.612435e+01 -2.686461e+01 1.334123e+00
Striated_contour -2.521398e+00 -1.581443e+00 2.216384e+00
Convex_contour 1.533291e+00 4.902076e+00 1.071719e+01
Skinny_contour 4.457671e-02 2.382609e-02 -1.803707e-03
Stringy_contour 6.418422e+00 7.693416e+00 -8.257555e+00
Monotonic_contour -1.548693e+00 -2.045039e-03 -6.890378e-03
No_of_max_ponits -7.979870e-02 1.287812e-01 -9.682507e-02
No_of_min_points 8.328733e-02 -9.908613e-02 1.576601e-01
LD13 LD14 LD15
diameter 8.434726e-03 8.322784e-03 2.657814e-02
area -7.012611e-06 -3.052342e-07 -5.925811e-06
perimeter -3.323621e-04 8.770458e-03 6.652419e-03
physiological_length -1.453680e-02 -3.318372e-02 -3.543895e-02
physiological_width 4.104079e-03 -2.428308e-02 -4.603893e-02
aspect_ratio -1.058394e+01 -7.706828e+00 1.290735e+00
rectangularity 2.629957e+00 -2.537250e+01 -4.917640e+00
circularity -8.755955e+00 -4.862009e+00 -1.161685e+00
compactness 3.831634e-02 -5.974058e-02 7.969556e-03
NF 3.337713e+00 -4.109027e+00 -3.734263e+00
Perimeter_ratio_diameter -2.808501e-01 5.370468e+00 9.217464e+00
Perimeter_ratio_length -1.646154e+00 2.183147e+00 1.812488e+00
Perimeter_ratio_lw -9.051581e+00 -1.098933e+01 -3.999133e+01
No_of_Convex_points 1.031173e-02 1.977716e-02 1.869860e-03
perimeter_convexity -3.148568e+01 6.116905e+01 -1.586803e+01
area_convexity 5.869905e+00 1.144439e+00 4.533839e-01
area_ratio_convexity 1.827043e+01 2.359691e-01 7.337010e-01
equivalent_diameter 8.225555e-03 2.281113e-02 1.259979e-02
contrast -4.827326e-02 -3.336427e-03 -5.619444e-02
correlation_texture -4.231675e+02 -1.288032e+01 -5.225309e+02
inverse_difference_moments 2.607651e+01 3.305778e+01 2.884478e+01
entropy 2.363703e+00 1.706961e+00 3.545975e+00
cx -4.433696e-03 8.350966e-04 -4.471838e-03
cy 1.248024e-03 6.781178e-03 3.546460e-04
eccentriciry -4.779631e+00 3.038859e+00 -8.423320e+00
Mean_R_val -2.459240e-02 -2.386812e-01 4.452030e-03
Mean_G_val 4.806627e-02 -5.175534e-02 3.318673e-02
Mean_B_val -4.378622e-02 2.884937e-01 -1.657204e-02
Std_R_val 8.771044e-02 8.663450e-03 1.134601e-02
Std_G_val -8.396194e-03 -4.337686e-02 2.611574e-02
Std_B_val -1.997498e-02 -1.528359e-02 -9.380541e-02
correlation -9.615139e-02 6.579505e-01 2.318417e-01
Skewed_polar -1.050762e+00 -2.417573e+00 -3.121238e-01
Clumpy_polar 9.200642e-01 -3.170509e+00 4.528892e+00
Sparse_polar -1.383444e+01 4.319515e+01 5.657728e+01
Striated_polar 1.375436e+00 2.793558e+00 -2.827675e+00
Convex_polar -1.790185e+01 3.819856e+01 -4.940743e+01
Skinny_polar -1.979431e-01 2.377060e-01 5.668911e-02
Stringy_polar -5.349097e+00 -3.474573e-02 -5.429977e+00
Monotonic_polar -2.190182e+00 1.384544e+00 2.243885e+00
Skewed_contour 1.524669e+00 2.221935e-01 -1.396435e+00
Clumpy_contour 2.986359e-01 -1.221374e+00 2.494306e+00
Sparse_contour -3.516050e+01 -5.678260e+01 1.319008e+02
Striated_contour -9.138739e+00 -5.948616e+00 8.006827e+00
Convex_contour -4.270942e+00 -3.528607e+00 -3.569545e+00
Skinny_contour -1.526260e-01 6.719059e-01 -2.457068e-01
Stringy_contour 1.439992e+01 1.177711e+01 -1.817468e+01
Monotonic_contour -3.260917e-01 4.768662e-01 7.001154e-01
No_of_max_ponits -2.091575e-01 1.340300e-01 -1.358830e-01
No_of_min_points 1.392375e-01 -1.436656e-01 -6.484669e-02
LD16 LD17 LD18
diameter 1.088348e-02 -1.879051e-02 -2.373875e-03
area -1.002537e-05 1.411517e-05 1.719085e-05
perimeter -3.493200e-03 -1.062965e-03 -2.945465e-03
physiological_length -1.110918e-03 2.800433e-02 3.609214e-03
physiological_width 2.269937e-02 2.366052e-02 -1.636509e-02
aspect_ratio -1.203151e+01 2.924358e+00 8.626216e+00
rectangularity 1.013116e+01 -4.290603e+00 7.597721e+00
circularity 5.659069e-02 1.474405e+01 -1.361260e+01
compactness 6.765297e-02 -4.143405e-02 4.261723e-04
NF -2.105983e+00 -2.405337e+00 8.457149e-02
Perimeter_ratio_diameter 3.967993e+00 -7.133484e+00 6.568404e-01
Perimeter_ratio_length 7.774707e-01 1.091977e+00 -3.545971e-02
Perimeter_ratio_lw 8.916238e-01 2.270123e+01 -1.919372e+01
No_of_Convex_points -4.677037e-03 8.787402e-05 -1.449862e-02
perimeter_convexity 1.623819e+00 1.301915e+01 -4.655236e+01
area_convexity -1.290893e+01 -1.423446e+01 2.473416e+01
area_ratio_convexity -7.103852e+00 -1.885713e+01 3.512181e+01
equivalent_diameter 4.972823e-04 -4.619032e-02 -1.280805e-02
contrast 3.505297e-02 2.656004e-02 7.752549e-03
correlation_texture -2.025632e+02 1.421549e+02 2.691857e+02
inverse_difference_moments 2.488824e+01 1.487843e+01 -1.082772e+01
entropy -2.053375e-01 2.069097e-01 3.561619e-02
cx 2.712032e-03 -7.588426e-03 6.579585e-03
cy -3.283104e-03 1.919787e-03 3.463358e-03
eccentriciry 6.307578e-01 4.400508e-01 -2.846881e+00
Mean_R_val 1.039793e-01 -6.298968e-02 -1.021794e-01
Mean_G_val 9.689606e-02 -2.307290e-02 4.435930e-02
Mean_B_val -1.582337e-01 6.278034e-02 6.980361e-02
Std_R_val -1.340852e-01 2.298566e-02 -2.991576e-02
Std_G_val -2.259392e-02 2.077644e-02 1.786648e-03
Std_B_val 9.519443e-02 2.423902e-02 1.043691e-02
correlation -6.844577e-01 -4.615276e-02 7.137179e-01
Skewed_polar 1.469362e+00 2.507661e-01 4.710506e-01
Clumpy_polar -1.182434e+00 -1.155624e+00 2.070128e+00
Sparse_polar 5.592981e+01 -3.102502e-01 -5.212970e+01
Striated_polar 3.719878e+00 3.062429e-02 -7.638754e-01
Convex_polar 1.831066e+01 -4.573032e+01 6.360422e+01
Skinny_polar 1.578971e-01 2.843688e-01 -2.536660e-01
Stringy_polar 4.352530e+00 -8.877046e-01 1.417211e+00
Monotonic_polar -7.556600e-01 1.163857e+00 -3.058287e-01
Skewed_contour -2.816974e+00 3.098817e-01 -1.639209e+00
Clumpy_contour -1.089165e+00 1.450688e+00 1.174630e+00
Sparse_contour 1.720735e+01 1.367552e+02 -4.695463e+01
Striated_contour 3.853793e+00 -1.212234e+00 2.494630e+00
Convex_contour 9.534920e-01 5.222965e+00 9.320621e-01
Skinny_contour -9.143660e-03 5.862304e-01 7.669889e-01
Stringy_contour -1.188956e+00 4.869261e-01 7.801590e+00
Monotonic_contour 1.520822e+00 -3.033899e+00 -1.903526e+00
No_of_max_ponits 4.935964e-02 -2.101809e-01 7.940333e-02
No_of_min_points 7.445522e-02 -4.157714e-02 -6.356932e-02
LD19 LD20 LD21
diameter -4.322612e-03 2.009851e-02 -4.030318e-02
area -1.578720e-05 1.330326e-05 -1.743709e-05
perimeter 7.583444e-03 -2.948081e-04 -1.262819e-02
physiological_length -1.567698e-02 -1.795545e-02 5.401973e-02
physiological_width -2.682397e-02 -5.618098e-03 4.957929e-02
aspect_ratio 7.480656e+00 -1.674128e+01 4.781662e+00
rectangularity -9.762284e+00 -9.602141e+00 -4.300172e+00
circularity -1.119884e+01 8.365411e+00 -1.990049e+00
compactness -3.715397e-02 -1.157591e-02 2.210837e-02
NF -4.356292e+00 4.633775e+00 3.481851e+00
Perimeter_ratio_diameter 1.272928e-01 6.845018e+00 -1.617659e+01
Perimeter_ratio_length 2.265672e+00 -2.135129e+00 -1.730465e+00
Perimeter_ratio_lw -1.327977e+01 -4.749682e+00 6.906511e+01
No_of_Convex_points 3.157482e-03 3.111253e-03 1.386673e-02
perimeter_convexity 6.134804e+01 -1.628010e+01 1.741151e+01
area_convexity 1.686987e+01 -9.319493e+00 -3.638015e+00
area_ratio_convexity 1.220187e+01 -1.207240e+01 6.210355e+00
equivalent_diameter 2.187723e-02 -1.063954e-02 1.133664e-03
contrast 4.755709e-02 6.936072e-02 1.306916e-02
correlation_texture 8.855230e+02 7.512427e+02 2.267284e+02
inverse_difference_moments -1.015083e+01 -2.802097e+01 -1.587939e+01
entropy 9.335421e-01 -2.701105e+00 4.400275e-01
cx -5.488865e-03 -2.567179e-03 -2.071296e-04
cy 2.952957e-03 -8.627273e-04 -4.655773e-03
eccentriciry 1.488606e+00 -9.992975e+00 8.109492e-01
Mean_R_val 9.537168e-02 -2.019578e-01 -2.783201e-02
Mean_G_val 1.219923e-01 -3.219895e-02 8.206871e-02
Mean_B_val -2.110632e-01 2.189390e-01 -6.213803e-02
Std_R_val -1.044330e-01 1.749572e-01 2.480865e-02
Std_G_val 4.605205e-04 4.627741e-02 2.207151e-02
Std_B_val 1.413510e-01 -1.808631e-01 -2.489740e-02
correlation -2.377546e-01 -9.322056e-01 2.933703e-01
Skewed_polar 2.551630e-01 2.263540e+00 -1.624856e+00
Clumpy_polar -9.630988e-02 -3.419575e+00 -3.446550e+00
Sparse_polar -1.636002e+01 -1.912950e+01 1.591291e+01
Striated_polar 1.963531e-02 -6.379169e+00 -2.463969e-01
Convex_polar 2.984512e-01 -8.598565e+01 -1.298768e+01
Skinny_polar 3.118981e-01 -8.095925e-03 2.220814e-01
Stringy_polar -7.177378e+00 -6.141244e+00 -9.025378e+00
Monotonic_polar -2.753301e+00 -3.826868e-01 2.434456e+00
Skewed_contour -1.791244e+00 2.149451e+00 3.472000e+00
Clumpy_contour -1.711667e+00 2.780787e+00 -2.927570e+00
Sparse_contour 1.422823e+01 2.446899e+01 5.477598e+01
Striated_contour 3.000453e+00 -1.059746e+00 -5.411190e+00
Convex_contour 1.476986e+00 4.174541e+00 -6.504589e+00
Skinny_contour -7.103448e-01 2.540055e-01 -2.765439e-01
Stringy_contour 1.484523e+00 -4.057936e+00 3.162667e+00
Monotonic_contour 4.547988e-01 1.859838e+00 1.024165e+00
No_of_max_ponits -4.733149e-03 2.415488e-02 -9.060095e-02
No_of_min_points -2.110077e-02 -1.230991e-01 -1.102976e-01
LD22 LD23 LD24
diameter 1.332008e-02 -4.143971e-02 -6.617002e-03
area -1.945068e-05 -4.005766e-06 -4.838435e-06
perimeter -1.095599e-02 -1.470726e-03 -4.815178e-03
physiological_length 3.409242e-03 4.408181e-02 2.010403e-02
physiological_width 3.409199e-02 9.859358e-03 3.958955e-03
aspect_ratio -1.822207e+01 1.504700e+01 1.632627e+01
rectangularity 2.349789e+01 -1.280083e+01 -4.216962e+00
circularity -1.216166e+01 7.125643e+00 3.487312e+00
compactness 1.510621e-01 -3.726817e-02 5.402045e-02
NF 1.947374e-01 -1.253813e+00 -8.336697e+00
Perimeter_ratio_diameter 4.662643e+00 -1.338876e+01 -8.802769e+00
Perimeter_ratio_length -4.225960e-01 6.815510e-01 3.801824e+00
Perimeter_ratio_lw 8.462437e-01 3.091271e+01 1.618051e+01
No_of_Convex_points -1.004478e-03 2.735201e-03 4.810730e-03
perimeter_convexity -3.433748e+01 3.999213e+00 -2.702811e+01
area_convexity 5.978366e+00 4.746171e+00 -1.262174e+01
area_ratio_convexity 2.608089e+01 1.028787e+01 -6.227228e+00
equivalent_diameter 1.498203e-02 -2.186304e-03 -1.573646e-03
contrast 2.494002e-02 -2.603124e-02 2.043486e-02
correlation_texture 2.159434e+02 -2.855240e+01 4.844042e+02
inverse_difference_moments 1.168009e+01 1.268172e+01 -4.068272e+00
entropy 1.542101e+00 1.873960e+00 5.702532e-02
cx -5.980248e-03 -1.292609e-03 2.235699e-03
cy -5.211191e-04 -5.827581e-03 4.280635e-04
eccentriciry -6.011223e-01 8.737217e-01 1.570552e-03
Mean_R_val 1.225406e-02 5.152403e-02 -2.015931e-02
Mean_G_val -7.441303e-02 -1.570345e-02 -2.771031e-02
Mean_B_val 1.131551e-01 -8.015481e-03 6.363177e-02
Std_R_val -1.102211e-01 -9.952666e-02 8.857434e-02
Std_G_val 2.703059e-02 -5.247425e-02 5.133505e-02
Std_B_val 2.512907e-03 6.510338e-02 -1.418456e-01
correlation 1.007164e+00 -1.445239e+00 6.114024e-01
Skewed_polar -3.871272e+00 -7.231058e-01 2.626724e+00
Clumpy_polar 1.004793e+01 -9.473916e+00 7.438790e+00
Sparse_polar 1.020452e+02 2.013758e+01 -1.059404e+01
Striated_polar -3.176878e+00 4.412867e+00 -4.314371e+00
Convex_polar -1.728237e+01 -3.816171e+01 4.868628e+01
Skinny_polar 5.433255e-01 -5.406148e-01 -4.787671e-01
Stringy_polar 1.888157e+01 -8.183620e+00 1.444550e+01
Monotonic_polar -2.443489e+00 -2.048052e+00 2.441263e-02
Skewed_contour -1.063048e+00 -3.084443e-01 5.573946e+00
Clumpy_contour -7.817236e-01 -5.236257e+00 3.456549e+00
Sparse_contour -1.338347e+02 -1.592804e+00 -1.000040e+02
Striated_contour -1.037656e+01 -1.277047e+01 -5.550937e+00
Convex_contour -1.343839e+00 -2.886608e+00 2.645839e+00
Skinny_contour 6.888720e-01 6.129374e-01 -1.503204e+00
Stringy_contour 8.256834e+00 1.782156e+01 3.827725e+00
Monotonic_contour 2.991712e-01 2.264167e+00 -1.666497e+00
No_of_max_ponits 2.980861e-03 1.611537e-01 2.155638e-02
No_of_min_points 6.267928e-02 -1.968731e-01 -1.256915e-01
LD25 LD26 LD27
diameter 1.855016e-02 -1.003786e-02 -5.767417e-03
area 1.159278e-07 1.944614e-05 -2.296344e-05
perimeter -1.581272e-02 1.522270e-02 -1.792409e-03
physiological_length 7.259562e-03 -6.570610e-03 9.062682e-04
physiological_width 2.750262e-02 -2.414699e-02 7.437020e-03
aspect_ratio -1.259667e+01 1.483042e+01 -1.465558e+00
rectangularity 1.491687e+01 -9.916347e-01 2.666747e+01
circularity -1.361712e+01 7.742796e+00 -2.299028e+01
compactness 1.658111e-02 1.316621e-02 1.125069e-01
NF -8.228219e+00 -1.493199e+00 -7.683595e-01
Perimeter_ratio_diameter 4.623849e+00 -3.408181e+00 -8.603736e-01
Perimeter_ratio_length 3.819200e+00 5.839070e-01 1.778119e-01
Perimeter_ratio_lw 5.950967e+00 -2.951970e+01 -1.518883e+01
No_of_Convex_points -6.206063e-03 -3.308379e-03 -9.114011e-03
perimeter_convexity -2.861736e+00 -2.226197e+01 -1.010378e+01
area_convexity 7.785255e+00 -2.406957e+00 1.943305e+01
area_ratio_convexity 4.250744e+00 1.091159e+01 2.729984e+01
equivalent_diameter 2.088719e-02 -4.447425e-02 4.870605e-02
contrast -9.236357e-03 7.886309e-03 1.721290e-02
correlation_texture -4.400407e+02 1.342541e+02 1.550062e+02
inverse_difference_moments -3.323377e+00 4.420192e+00 3.961373e+00
entropy -2.066277e+00 1.325020e-01 -5.512193e-01
cx -1.364319e-03 -5.173480e-03 -3.145257e-04
cy -3.259945e-03 -1.237646e-03 -1.705308e-03
eccentriciry -6.722875e-01 3.004970e+00 3.622389e+00
Mean_R_val -6.877912e-02 -1.232840e-01 -5.183397e-02
Mean_G_val 1.204618e-02 2.368335e-02 -7.320219e-03
Mean_B_val 1.211154e-02 4.606727e-02 5.484404e-02
Std_R_val 4.849926e-02 3.423952e-02 5.174425e-02
Std_G_val -6.677522e-02 -4.944084e-02 3.809570e-03
Std_B_val 2.642735e-02 7.599073e-02 -7.329280e-02
correlation 3.173623e-01 1.411517e+00 -9.994451e-01
Skewed_polar -5.360096e-01 8.390925e-02 5.281524e+00
Clumpy_polar -9.067174e+00 6.064205e+00 -5.439113e+00
Sparse_polar -1.244554e+01 -5.228361e+01 -1.146036e+02
Striated_polar 2.399980e+00 -2.442344e+00 1.015320e+01
Convex_polar 6.438673e+01 -1.818198e+01 6.684502e+01
Skinny_polar -5.692476e-01 -1.393932e-01 1.011612e+00
Stringy_polar 7.316485e+00 -8.826525e+00 -2.366588e+01
Monotonic_polar -2.523098e+00 2.011897e+00 6.114361e-01
Skewed_contour -1.563573e+00 1.208471e+00 4.370680e+00
Clumpy_contour 1.091561e+01 -2.324066e+00 -8.754620e+00
Sparse_contour -5.019425e+01 -2.958513e+01 -1.824937e+02
Striated_contour 3.807235e+00 9.610582e+00 -1.153143e+01
Convex_contour 4.013399e+00 -1.708889e+00 1.999444e+00
Skinny_contour -1.210647e+00 -1.557932e+00 -4.245861e-01
Stringy_contour -1.359877e+01 -8.295788e+00 2.666147e+00
Monotonic_contour -1.408465e+00 -2.848893e-01 -4.828813e-01
No_of_max_ponits -6.983543e-02 -2.852246e-01 -5.711271e-01
No_of_min_points -9.171551e-02 7.156633e-01 2.977062e-01
LD28 LD29 LD30
diameter 9.748124e-03 3.273596e-02 -1.998323e-02
area -1.054931e-06 5.010602e-07 -8.242916e-06
perimeter 3.207780e-04 -8.228284e-03 7.481682e-03
physiological_length -9.929006e-03 -1.322238e-02 5.756357e-03
physiological_width -7.753282e-03 1.155384e-02 -3.397787e-03
aspect_ratio -6.864512e-01 -2.273035e+01 9.450900e+00
rectangularity 1.089698e+01 1.070917e+00 1.020442e+01
circularity -8.221494e+00 -1.213604e+00 -7.000645e+00
compactness 3.696415e-03 -2.395078e-02 7.632487e-02
NF -6.341091e+00 -2.773109e+00 -2.351848e+00
Perimeter_ratio_diameter 1.462081e+00 2.127621e+01 -7.306546e+00
Perimeter_ratio_length 2.990851e+00 1.322931e+00 9.441441e-01
Perimeter_ratio_lw -1.699387e+01 -9.850133e+00 -8.274881e+00
No_of_Convex_points -6.133580e-03 -4.293235e-04 1.157352e-02
perimeter_convexity 9.003886e+00 4.367282e+01 -2.003691e+00
area_convexity 1.475231e+01 -1.768321e+01 4.369222e+00
area_ratio_convexity 1.278017e+01 -3.433539e+01 1.344882e+01
equivalent_diameter 7.146246e-03 -1.570451e-02 9.348629e-03
contrast 5.120395e-03 -1.965175e-03 2.248257e-02
correlation_texture -7.810792e+01 -1.192059e+02 1.720813e+02
inverse_difference_moments -3.637542e+00 6.578063e+00 -2.012132e+01
entropy -4.105535e-01 1.516276e+00 -1.558578e+00
cx 1.098438e-03 1.202599e-03 -8.591934e-04
cy -1.981024e-03 -2.874569e-03 2.559877e-05
eccentriciry -2.834226e+00 4.469476e+00 4.426437e+00
Mean_R_val -1.329222e-01 -5.205017e-02 -1.862495e-01
Mean_G_val -2.126696e-02 -2.206603e-02 -9.937201e-02
Mean_B_val 1.194564e-01 7.631879e-02 2.785820e-01
Std_R_val 1.691707e-01 1.691519e-01 1.969434e-01
Std_G_val 4.211453e-02 8.264954e-02 8.640595e-02
Std_B_val -1.338047e-01 -2.336880e-01 -2.078224e-01
correlation -4.792401e-01 1.095698e+00 2.861335e-01
Skewed_polar -7.579091e+00 6.694999e+00 -3.871196e+00
Clumpy_polar -6.598145e+00 -5.342809e+00 -2.057717e+01
Sparse_polar 1.027055e+02 2.158870e+01 1.080353e+02
Striated_polar -9.729105e+00 9.820611e+00 1.037194e+01
Convex_polar 2.472765e+01 7.975660e+01 -5.407680e+01
Skinny_polar 4.796308e-01 3.497595e-01 -2.121116e-01
Stringy_polar 4.212587e+01 -7.662932e+00 -1.070693e+01
Monotonic_polar 4.833025e-01 -6.320508e-01 -1.073553e-01
Skewed_contour -5.578096e+00 -4.339226e+00 -7.968339e+00
Clumpy_contour -1.280408e+01 1.854471e+01 1.915005e+00
Sparse_contour 2.568436e+02 -2.478974e+02 -1.307307e+02
Striated_contour -1.207741e+01 -8.042660e+00 -2.064474e+00
Convex_contour 1.672955e+00 1.872998e-02 -2.864524e-01
Skinny_contour -1.136379e+00 -1.559449e-01 1.756911e+00
Stringy_contour 3.917261e+01 2.140202e+01 -2.824550e+01
Monotonic_contour 7.482649e-01 -9.368273e-01 1.116234e+00
No_of_max_ponits 1.776700e-01 -1.903016e-01 -1.390069e-01
No_of_min_points -1.230251e-01 3.735427e-01 7.522640e-02
LD31
diameter 1.739184e-02
area -1.196640e-05
perimeter -9.685813e-03
physiological_length 4.935889e-03
physiological_width 3.931946e-02
aspect_ratio -2.234034e+01
rectangularity 1.341311e+01
circularity 9.335427e+00
compactness 2.532041e-02
NF -1.561800e+00
Perimeter_ratio_diameter 7.426086e-01
Perimeter_ratio_length 6.367441e-01
Perimeter_ratio_lw 1.308709e+01
No_of_Convex_points 4.936908e-03
perimeter_convexity -1.796908e+01
area_convexity -6.954137e-01
area_ratio_convexity -4.138351e+00
equivalent_diameter -1.181500e-02
contrast -8.982632e-03
correlation_texture 2.434163e+02
inverse_difference_moments -1.533797e+00
entropy 4.226500e-01
cx 3.524974e-04
cy -4.928671e-03
eccentriciry -6.365555e+00
Mean_R_val 1.063545e-02
Mean_G_val -5.791689e-02
Mean_B_val 6.005606e-02
Std_R_val -1.054664e-01
Std_G_val -4.492805e-03
Std_B_val 1.268914e-01
correlation 1.626516e-01
Skewed_polar 2.428494e+00
Clumpy_polar -1.709918e+01
Sparse_polar -5.801309e+01
Striated_polar 1.028613e+01
Convex_polar 1.165226e+02
Skinny_polar 2.720802e-01
Stringy_polar -1.968886e+01
Monotonic_polar 2.184840e+00
Skewed_contour -1.325425e+00
Clumpy_contour 5.766638e+00
Sparse_contour 1.454752e+02
Striated_contour 6.268537e+00
Convex_contour 7.386268e-01
Skinny_contour -1.480371e+00
Stringy_contour 3.033624e+01
Monotonic_contour -7.544780e-01
No_of_max_ponits 1.291987e-01
No_of_min_points -4.186719e-02
Proportion of trace:
LD1 LD2 LD3 LD4 LD5 LD6 LD7 LD8 LD9 LD10 LD11
0.4107 0.2441 0.0862 0.0514 0.0411 0.0355 0.0215 0.0172 0.0153 0.0129 0.0115
LD12 LD13 LD14 LD15 LD16 LD17 LD18 LD19 LD20 LD21 LD22
0.0097 0.0077 0.0062 0.0061 0.0039 0.0033 0.0033 0.0027 0.0022 0.0020 0.0016
LD23 LD24 LD25 LD26 LD27 LD28 LD29 LD30 LD31
0.0009 0.0008 0.0006 0.0005 0.0004 0.0002 0.0002 0.0001 0.0000
LDA.values1 <- predict(LDA1)
lda_data_new1 <- data.frame(LDA1 = LDA.values1$x[,1], LDA2 = LDA.values1$x[,2], LDA3 = LDA.values1$x[,3], Species = data_new1$Species)
lda_data_new1 %>% head(5)
LDA1 LDA2 LDA3 Species
1 4.320105 3.861045 -6.856050 Chinese Redbud
2 4.195154 4.420793 -7.679741 Chinese Redbud
3 5.325019 6.494875 -6.582522 Chinese Redbud
4 3.772336 2.872566 -6.973942 Chinese Redbud
5 4.637272 5.494300 -6.508956 Chinese Redbud
lda_data1 <- data.frame(x = LDA.values1$x[,1], y = LDA.values1$x[,2], col = data_new1$Species)
scagnostic_lda1 <- bind_cols(data_new1, lda_data1)
p1 <- ggplot(scagnostic_lda1, aes(x=x, y=y, color=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("LDA1 Vs LDA2 by Actual Species") + xlab("LDA1") + ylab("LDA2") + theme(aspect.ratio = 1)
p1b <- p1 + theme(legend.position = "none")
p1b

lda_data_11 <- data.frame(x = LDA.values1$x[,1], y = LDA.values1$x[,3], col = data_new1$Species)
scagnostic_lda_11 <- bind_cols(data_new1, lda_data_11)
p1_11 <- ggplot(scagnostic_lda_11, aes(x=x, y=y, color=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("LDA1 Vs LDA3 by Actual Species") + xlab("LDA1") + ylab("LDA3") + theme(aspect.ratio = 1)
p2b1 <- p1_11 + theme(legend.position = "none")
p2b1

lda_data_21 <- data.frame(x = LDA.values1$x[,2], y = LDA.values1$x[,3], col = data_new1$Species)
scagnostic_lda_21 <- bind_cols(data_new1, lda_data_21)
p1_21 <- ggplot(scagnostic_lda_21, aes(x=x, y=y, color=Species)) + geom_point(alpha = 0.5) +coord_equal()+ scale_colour_manual(values = c("#a6611a","#d7191c","#e66101","#1b9e77","#3182bd","#d95f02","#7570b3","#fc8d92","#31a354","#7b3294","#d01c8b","#8da0cb","#b2df8a","#3f007d","#67000d","#525252","#006d2c","#3690c0","#88419d","#8c96c6","#238B45","#fed976","#fc4e2a","#fe9929","#dd3497","#3690c0","#e7298a","#7f0000","#bcbddc","#66c2a4","#045a8d","#253494")) + ggtitle("LDA2 Vs LDA3 by Actual Species") + xlab("LDA2") + ylab("LDA3") + theme(aspect.ratio = 1)
p3b1 <- p1_21 + theme(legend.position = "none")
p3b

p1h <- p1b + theme(plot.title = element_blank())
p2h <- p2b1 + theme(plot.title = element_blank())
p3h <- p1_21 + theme(plot.title = element_blank())
p1h + p2h + p3h + plot_annotation(
title = 'LDA with Actual Species',
tag_levels = 'A'
) & theme(plot.tag = element_text(size = 8))
